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Gilbert White

Patient and observant, with precise details, measured judgments and a quiet, conversational curiosity.

A farther instance I once saw of notable sagacity in a willow-wren, which had built in a bank in my fields. This bird a friend and myself had observed as she sat in her nest; but were particularly careful not to disturb her, though we saw she eyed us with some degree of jealousy. Some days after as we passed that way we were desirous of remarking how this brood went on; but no nest could be found, till I happened to take up a large bundle of long green moss, as it were, carelessly thrown over the nest, in order to dodge the eye of any impertinent intruder.

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Full examples

A farther instance I once saw of notable sagacity in a willow-wren, which had built in a bank in my fields. This bird a friend and myself had observed as she sat in her nest; but were particularly careful not to disturb her, though we saw she eyed us with some degree of jealousy. Some days after as we passed that way we were desirous of remarking how this brood went on; but no nest could be found, till I happened to take up a large bundle of long green moss, as it were, carelessly thrown over the nest, in order to dodge the eye of any impertinent intruder.

A still more remarkable mixture of sagacity and instinct occurred to me one day as my people were pulling off the lining of an hotbed, in order to add some fresh dung. From out of the side of this bed leaped an animal with great agility that made a most grotesque figure; nor was it without great difficulty that it could be taken; when it proved to be a large white-bellied field-mouse with three or four young clinging to her teats by their mouths and feet. It was amazing that the desultory and rapid motions of this dam should not oblige her litter to quit their hold, especially when it appeared that they were so young as to be both naked and blind!

corpus: an observation reported to a correspondent, with the watcher's own care described

Among the many singularities attending those amusing birds the swifts, I am now confirmed in the opinion that we have every year the same number of pairs invariably; at least the result of my inquiry has been exactly the same for a long time past. The swallows and martins are so numerous, and so widely distributed over the village, that it is hardly possible to recount them; while the swifts, though they do not all build in the church, yet so frequently haunt it, and play and rendezvous round it, that they are easily enumerated. The number that I constantly find are eight pairs; about half of which reside in the church, and the rest build in some of the lowest and meanest thatched cottages. Now as these eight pairs, allowance being made for accidents, breed yearly eight pairs more, what becomes annually of this increase; and what determines every spring which pairs shall visit us, and reoccupy their ancient haunts ?

Ever since I have attended to the subject of ornithology, I have always supposed that that sudden reverse of affection, that strange ἀντιστοργὴ, which immediately succeeds in the feathered kind to the most passionate fondness, is the occasion of an equal dispersion of birds over the face of the earth. Without this provision one favourite district would be crowded with inhabitants, while others would be destitute and forsaken. But the parent birds seem to maintain a jealous superiority, and to oblige the young to seek for new abodes: and the rivalry of the males, in many kinds, prevents their crowding the one on the other. Whether the swallows and house-martins return in the same exact number annually is not easy to say, for reasons given above: but it is apparent, as I have remarked before in my Monographies, that the numbers returning bear no manner of proportion to the numbers retiring.

corpus: a claim about numbers, then the enquiry standing behind it

Some time since its discovery this echo is become totally silent, though the object, or hop-kiln remains: nor is there any mystery in this defect, for the field between is planted as an hop-garden, and the voice of the speaker is totally absorbed and lost among the poles and entangled foliage of the hops. And when the poles are removed in autumn the disappointment is the same; because a tall quick-set hedge, nurtured up for the purpose of shelter to the hop ground, entirely interrupts the impulse and repercussion of the voice: so that till those obstructions are removed no more of its garrulity can be expected.

Should any gentleman of fortune think an echo in his park or outlet a pleasing incident, he might build one at little or no expense. For whenever he had occasion for a new barn, stable, dog-kennel, or the like structure, it would be only needful to erect this building on the gentle declivity of an hill, with a like rising opposite to it, at a few hundred yards distance; and perhaps success might be the easier ensured could some canal, lake, or stream, intervene. From a seat at the centrum phonicum he and his friends might amuse themselves sometimes of an evening with the prattle of this loquacious nymph; of whose complacency and decent reserve more may be said than can with truth of every individual of her sex; since she is

Quæ bene quom videas, rationem reddere possis Tute tibi atque alus, quo pacto per loca sola Saxa pareis formas verborum ex ordine reddant, Palanteis comites quom monteis inter opacos Quaerimus, et magna dispersos voce ciemus. Sex etiam, aut septem loca vidi reddere voces Unam quom jaceres: ita colles collibus ipsis Verba repulsantes iterabant dicta referre. Haec loca capripedes Satyros, Nymphasque tenere Finitimi fingunt, et Faunos esse loquuntur; Quorum noctivago strepitu, ludoque jocanti Adfirmant volgo taciturna silentia rumpi, Chordarumque sonos fieri, dulceisque querelas, Tibia quas fundit digitis pulsata canentum: Et genus agricolum late sentiscere, quom Pan Pinea semiferi capitis velamina quassans, Unco saepe labro calamos percurrit hianteis, Fistula silvestrem ne cesset fundere musam.

Among the many singularities attending those amusing birds the swifts, I am now confirmed in the opinion that we have every year the same number of pairs invariably; at least the result of my inquiry has been exactly the same for a long time past. The swallows and martins are so numerous, and so widely distributed over the village, that it is hardly possible to recount them; while the swifts, though they do not all build in the church, yet so frequently haunt it, and play and rendezvous round it, that they are easily enumerated. The number that I constantly find are eight pairs; about half of which reside in the church, and the rest build in some of the lowest and meanest thatched cottages. Now as these eight pairs, allowance being made for accidents, breed yearly eight pairs more, what becomes annually of this increase; and what determines every spring which pairs shall visit us, and reoccupy their ancient haunts ?

Ever since I have attended to the subject of ornithology, I have always supposed that that sudden reverse of affection, that strange ἀντιστοργὴ, which immediately succeeds in the feathered kind to the most passionate fondness, is the occasion of an equal dispersion of birds over the face of the earth. Without this provision one favourite district would be crowded with inhabitants, while others would be destitute and forsaken. But the parent birds seem to maintain a jealous superiority, and to oblige the young to seek for new abodes: and the rivalry of the males, in many kinds, prevents their crowding the one on the other. Whether the swallows and house-martins return in the same exact number annually is not easy to say, for reasons given above: but it is apparent, as I have remarked before in my Monographies, that the numbers returning bear no manner of proportion to the numbers retiring.

The standing objection to botany has always been, that it is a pursuit that amuses the fancy and exercises the memory, without improving the mind or advancing any real knowledge: and where the science is carried no farther than a mere systematic classification, the charge is but too true. But the botanist that is desirous of wiping off this aspersion should be by no means content with a list of names; he should study plants philosophically, should investigate the laws of vegetation, should examine the powers and virtues of efficacious herbs, should promote their cultivation; and graft the gardener, the planter, and the husbandman, on the phytologist. Not that system is by any means to be thrown aside; without system the field of nature would be a pathless wilderness: but system should be subservient to, not the main object of, pursuit.

corpus: A continuous passage from Gilbert White.
About this style

Patient and observant, with precise details, measured judgments and a quiet, conversational curiosity.

How it reads

  • open from the district
  • give the particular before the rule
  • correct the authorities from observation
  • leave the question open when it is open

What it avoids

  • never claims more than was observed
  • never repeats an authority unchecked
  • never trades the particular for the grand

Register

Letter
conversational
Observation
exact
Correction
courteous, firm

Vocabulary

  • the letter's address
  • particulars over generalities
  • the season as calendar

Words to avoid

  • delve
  • leverage
  • seamless
  • game-changer
  • robust
  • cutting-edge
  • in today's fast-paced
  • it's worth noting
  • at the end of the day

naturalist, letters, parish, georgian

Sources and credits

Gilbert White — natural history letters (1789)

  • Gilbert White, writerThe Natural History of Selborne (1789) — public domain
  • Parson-naturalist letter tradition, traditionthe observed parish
Basis
public domain
Author
Gilbert White
License
public domain
Samples
3

The Natural History of Selborne (1789), Project Gutenberg ebook 1408

3 source files, 2,758 words

The Natural History of Selborne (1789)
Your account of the greater brambling, or snow-fleck, is very amusing; and strange it is that such a short-winged bird should delight in such perilous voyages over the northern ocean! Some country people in the winter time have every now and then told me that they have seen two or three white larks on our downs; but on considering the matter, I begin to suspect that these are some stragglers of the birds we are talking of, which sometimes perhaps may rove so far to the southward. It pleases me to find that white hares are so frequent on the Scottish mountains, and especially as you inform me that it is a distinct species; for the quadrupeds of Britain are so few, that every new species is a great acquisition. The eagle-owl, could it be proved to belong to us, is so majestic a bird that it would grace our fauna much. I never was informed before where wild-geese are known to breed. You admit, I find, that I have proved your fen salicaria to be the lesser reed-sparrow of Ray; and I think that you may be secure that I am right; for I took very particular pains to clear up that matter, and had some fair specimens; but, as they were not well preserved, they are decayed already. You will, no doubt, insert it in its proper place in your next edition. Your additional plates will much improve your work. De Buffon, I know, has described the water shrew-mouse: but still I am pleased to find you have discovered it in Lincolnshire, for the reason I have given in the article on the white hare. As a neighbour was lately ploughing in a dry chalky field, far removed from any water, he turned out a water rat, that was curiously laid up in an hybernaculum artificially formed of grass and leaves. At one end of the burrow lay above a gallon of potatoes regularly stowed, on which it was to have supported itself for the winter. But the difficulty with me is how this amphibius mus came to fix its winter station at such a distance from the water. Was it determined in its choice of that place by the mere accident of finding the potatoes which were planted there; or is it the constant practice of the aquatic rat to forsake the neighbourhood of the water in the colder months? Though I delight very little in analogous reasoning, knowing how fallacious it is with respect to natural history; yet, in the following instance, I cannot help being inclined to think it may conduce towards the explanation of a difficulty that I have mentioned before, with respect to the invariable early retreat of the hirundo apus, or swift, so many weeks before its congeners; and that not only with us, but also in Andalusia, where they also begin to retire about the beginning of August. The great large bat* (which by the by is at present a nondescript in England, and what I have never been able yet to procure) retires and migrates very early in the summer: it also ranges very high for its food, feeding in a different region of the air; and that is the reason I never could procure one. Now this is exactly the case with the swifts; for they take their food in a more exalted region than the other species, and are very seldom seen hawking for flies near the ground, or over the surface of the water. From hence I would conclude that these hirundines, and the larger bats, are supported by some sorts of high-flying gnats, scarabs, or phalaenae, that are of short continuance; and that the short stay of these strangers is regulated by the defect of their food. * The little bat appears almost every month in the year; but I have never seen the large ones till the end of April, nor after July. They are most common in June, but never in any plenty; are a rare species with us. By my journal it appears that curlews clamoured on to October the thirty-first; since which I have not seen or heard any. Swallows were observed on to November the third. Hedge-hogs abound in my gardens and fields. The manner in which they eat their roots of the plantain in my grass-walks is very curious: with their upper mandible, which is much longer than their lower, they bore under the plant, and so eat the root off upwards, leaving the tuft of leaves untouched. In this respect they are serviceable, as they destroy a very troublesome weed; but they deface the waffles in some measure by digging little round holes. It appears, by the dung that they drop upon the turf, that beetles are no inconsiderable part of their food. In June last I procured a litter of four or five young hedge-hogs, which appeared to be about five or six days old; they, I find, like puppies, are born blind, and could not see when they came to my hands. No doubt their spines are soft and flexible at the time of their birth, or else the poor dam would have but a bad time of it in the critical moment of parturition: but it is plain that they soon harden; for these little pigs had such stiff prickles on their backs and sides as would easily have fetched blood, had they not been handled with caution. Their spines are quite white at this age; and they have little hanging ears, which I do not remember to be discernible in the old ones. They can, in part, at this age draw their skin down over their faces; but are not able to contract themselves into a ball as they do, for the sake of defence, when full grown. The reason, I suppose, is, because the curious muscle that enables the creature to roll itself up into a ball was not then arrived at its full tone and firmness. Hedge-hogs make a deep and warm hybernaculum with leaves and moss, in which they conceal themselves for the winter: but I never could find that they stored in any winter provision, as some quadrupeds certainly do.
Open source file
The Natural History of Selborne (1789)
A farther instance I once saw of notable sagacity in a willow-wren, which had built in a bank in my fields. This bird a friend and myself had observed as she sat in her nest; but were particularly careful not to disturb her, though we saw she eyed us with some degree of jealousy. Some days after as we passed that way we were desirous of remarking how this brood went on; but no nest could be found, till I happened to take up a large bundle of long green moss, as it were, carelessly thrown over the nest, in order to dodge the eye of any impertinent intruder. A still more remarkable mixture of sagacity and instinct occurred to me one day as my people were pulling off the lining of an hotbed, in order to add some fresh dung. From out of the side of this bed leaped an animal with great agility that made a most grotesque figure; nor was it without great difficulty that it could be taken; when it proved to be a large white-bellied field-mouse with three or four young clinging to her teats by their mouths and feet. It was amazing that the desultory and rapid motions of this dam should not oblige her litter to quit their hold, especially when it appeared that they were so young as to be both naked and blind! To these instances of tender attachment, many more of which might be daily discovered by those that are studious of nature, may be opposed that rage of affection, that monstrous perversion of the στοργὴ, which induces some females of the brute creation to devour their young because their owners have handled them too freely, or removed them from place to place! Swine, and sometimes the more gentle race of dogs and cats, are guilty of this horrid and preposterous murder. When I hear now and then of an abandoned mother that destroys her offspring, I am not so much amazed; since reason perverted, and the bad passions let loose, are capable of any enormity: but why the parental feelings of brutes, that usually flow in one most uniform tenor, should sometimes be so extravagantly diverted, I leave to abler philosophers than myself to determine. Some young men went down lately to a pond on the verge of Wolmer-forest to hunt flappers, or young wild-ducks, many of which they caught, and, among the rest, some very minute yet well-fledged wild-fowls alive, which, upon examination, I found to be teals. I did not know till then that teals ever bred in the south of England, and was much pleased with the discovery: this I look upon as a great stroke in natural history. We have had, ever since I can remember, a pair of white owls that constantly breed under the eaves of this church. As I have paid good attention to the manner of life of these birds during their season of breeding, which lasts the summer through, the following remarks may not perhaps be unacceptable: — About an hour before sunset (for then the mice begin to run) they sally forth in quest of prey, and hunt all round the hedges of meadows and small enclosures for them, which seem to be their only food. In this irregular country we can stand on an eminence and see them beat the fields over like a setting-dog, and often drop down in the grass or corn. I have minuted these birds with my watch for an hour together, and have found that they return to their nests, the one or the other of them, about once in five minutes; reflecting at the same time on the adroitness that every animal is possessed of as regards the well-being of itself and offspring. But a piece of address, which they show when they return loaded, should not, I think, be passed over in silence. — As they take their prey with their claws, so they carry it in their claws to their nest: but, as the feet are necessary in their ascent under the tiles, they constantly perch first on the roof of the chancel, and shift the mouse from their claws to their bill, that the feet may be at liberty to take hold of the plate on the wall as they are rising under the eaves. White owls seem not (but in this I am not positive) to hoot at all: all that clamorous hooting appears to me to come from the wood kinds. The white owl does indeed snore and hiss in a tremendous manner; and these menaces well answer the intention of intimidating: for I have known a whole village up in arms on such an occasion, imagining the church-yard to be full of goblins and spectres. White owls also often scream horribly as they fly along; from this screaming probably arose the common people’s imaginary species of screech-owl, which they superstitiously think attends the windows of dying persons. The plumage of the remiges of the wings of every species of owl that I have yet examined is remarkably soft and pliant. Perhaps it may be necessary that the wings of these birds should not make much resistance or rushing, that they may be enabled to steal through the air unheard upon a nimble and watchful quarry.
Open source file
The Natural History of Selborne (1789)
Some time since its discovery this echo is become totally silent, though the object, or hop-kiln remains: nor is there any mystery in this defect, for the field between is planted as an hop-garden, and the voice of the speaker is totally absorbed and lost among the poles and entangled foliage of the hops. And when the poles are removed in autumn the disappointment is the same; because a tall quick-set hedge, nurtured up for the purpose of shelter to the hop ground, entirely interrupts the impulse and repercussion of the voice: so that till those obstructions are removed no more of its garrulity can be expected. Should any gentleman of fortune think an echo in his park or outlet a pleasing incident, he might build one at little or no expense. For whenever he had occasion for a new barn, stable, dog-kennel, or the like structure, it would be only needful to erect this building on the gentle declivity of an hill, with a like rising opposite to it, at a few hundred yards distance; and perhaps success might be the easier ensured could some canal, lake, or stream, intervene. From a seat at the centrum phonicum he and his friends might amuse themselves sometimes of an evening with the prattle of this loquacious nymph; of whose complacency and decent reserve more may be said than can with truth of every individual of her sex; since she is Quæ bene quom videas, rationem reddere possis Tute tibi atque alus, quo pacto per loca sola Saxa pareis formas verborum ex ordine reddant, Palanteis comites quom monteis inter opacos Quaerimus, et magna dispersos voce ciemus. Sex etiam, aut septem loca vidi reddere voces Unam quom jaceres: ita colles collibus ipsis Verba repulsantes iterabant dicta referre. Haec loca capripedes Satyros, Nymphasque tenere Finitimi fingunt, et Faunos esse loquuntur; Quorum noctivago strepitu, ludoque jocanti Adfirmant volgo taciturna silentia rumpi, Chordarumque sonos fieri, dulceisque querelas, Tibia quas fundit digitis pulsata canentum: Et genus agricolum late sentiscere, quom Pan Pinea semiferi capitis velamina quassans, Unco saepe labro calamos percurrit hianteis, Fistula silvestrem ne cesset fundere musam. Among the many singularities attending those amusing birds the swifts, I am now confirmed in the opinion that we have every year the same number of pairs invariably; at least the result of my inquiry has been exactly the same for a long time past. The swallows and martins are so numerous, and so widely distributed over the village, that it is hardly possible to recount them; while the swifts, though they do not all build in the church, yet so frequently haunt it, and play and rendezvous round it, that they are easily enumerated. The number that I constantly find are eight pairs; about half of which reside in the church, and the rest build in some of the lowest and meanest thatched cottages. Now as these eight pairs, allowance being made for accidents, breed yearly eight pairs more, what becomes annually of this increase; and what determines every spring which pairs shall visit us, and reoccupy their ancient haunts ? Ever since I have attended to the subject of ornithology, I have always supposed that that sudden reverse of affection, that strange ἀντιστοργὴ, which immediately succeeds in the feathered kind to the most passionate fondness, is the occasion of an equal dispersion of birds over the face of the earth. Without this provision one favourite district would be crowded with inhabitants, while others would be destitute and forsaken. But the parent birds seem to maintain a jealous superiority, and to oblige the young to seek for new abodes: and the rivalry of the males, in many kinds, prevents their crowding the one on the other. Whether the swallows and house-martins return in the same exact number annually is not easy to say, for reasons given above: but it is apparent, as I have remarked before in my Monographies, that the numbers returning bear no manner of proportion to the numbers retiring. The standing objection to botany has always been, that it is a pursuit that amuses the fancy and exercises the memory, without improving the mind or advancing any real knowledge: and where the science is carried no farther than a mere systematic classification, the charge is but too true. But the botanist that is desirous of wiping off this aspersion should be by no means content with a list of names; he should study plants philosophically, should investigate the laws of vegetation, should examine the powers and virtues of efficacious herbs, should promote their cultivation; and graft the gardener, the planter, and the husbandman, on the phytologist. Not that system is by any means to be thrown aside; without system the field of nature would be a pathless wilderness: but system should be subservient to, not the main object of, pursuit.
Open source file

Produced by claude-fable-5

Measurements and checks
  • Sentences average 23.7 to 58.4 words.
  • Sentence lengths vary by at least 9.5 words — short and long in the same paragraph.
  • No single word opens more than 25% of sentences — vary how sentences begin.
  • Paragraph lengths vary by at least 9.5 words — some paragraphs run much longer than others.
  • At least 43% of the words in every 500 are distinct.
  • At least 32% of words appear exactly once per 500.
  • Connectives such as “however” and “thus”: 0 to 6 per thousand words.
  • Function words stay within 0.161 of the corpus's own distribution.
  • Letter patterns stay within 0.302 of the corpus's.
  • 9 phrases are banned outright.
  • Anything shorter than 150 words is too small to measure.
View measurement data
{
  "schema": "katagami:voice-bands/v1",
  "sentence_length": {
    "mean": [
      23.7,
      58.4
    ],
    "stdev_min": 9.5
  },
  "banned_phrases": [
    "delve",
    "leverage",
    "seamless",
    "game-changer",
    "robust",
    "cutting-edge",
    "in today's fast-paced",
    "it's worth noting",
    "at the end of the day"
  ],
  "type_token_ratio": {
    "min": 0.43,
    "window_words": 500
  },
  "function_words": {
    "max_distance": 0.161
  },
  "char_trigrams": {
    "max_distance": 0.302
  },
  "sentence_openers": {
    "max_top_share": 0.25
  },
  "connectives_per_1000_words": [
    0,
    6
  ],
  "paragraph_length": {
    "stdev_min": 9.5
  },
  "hapax_ratio": {
    "min": 0.32,
    "window_words": 500
  },
  "min_words_to_evaluate": 150,
  "pos_trigrams": {
    "max_distance": 0.34
  },
  "contractions_per_1000": [
    0,
    3
  ],
  "hedges_per_1000": [
    0,
    30.1
  ],
  "passive_per_1000": [
    0,
    28.6
  ],
  "readability_grade": [
    4.8,
    27.9
  ]
}

Verification record

katagami-finalizer voice-bands (deterministic)

Corpus files
3
Corpus words
2758
Exemplars
3
Replication samples
1
Replication words
248
Evaluated for statistics
7
  • consent basis and provenance
  • credits present
  • model provenance present
  • mechanical bands over corpus
  • mechanical bands over exemplars
  • mechanical bands over replication
  • replica verbatim overlap absent
  • voice md structure
  • thumbnail plausible image

Generated test samples

Written by models using the style instructions.

claude-opus-4-8 · 2026-07-08 · loop v3.2-cold

Dear Sir, — This spring has been so backward that I am able to send you some particulars which, in a common year, I should have had no occasion to remark. The frost held in the ground until the second week of April, a full three weeks beyond its usual departure; and so the primroses that ordinarily crowd the hanger by Lady-day were not to be found at all, save one, which had thrust up under the south wall where the house gives shelter, and which I take to be the earliest I have known here. My swallows are not yet come, though the day is past on which, these eleven years, I have first heard them over the pond; and I am inclined to think, though I will not affirm it, that they wait upon the flies, and the flies upon the warmth, so that the whole succession is put back together and none may come before its food. We have kept the house as in the depth of winter, with fires in rooms long shut, and the maids grow weary of carrying wood so late in the year. On the one warm noon the bees came out and returned with nothing, for the willow that should have fed them showed no bloom; and I observed that they did not stir again until the sun was as high. Your own account I shall be glad of, whether the season lies as late with you. — I am, &c.

VOICE.md
Open VOICE.md
---
version: v3.2-lean
kind: voice
name: Gilbert White — natural history letters (1789)
lineage:
  parents: []
  generation: 0
corpus:
  consent: public_domain
  author: Gilbert White
  license: public domain
  samples: 3
  provenance: The Natural History of Selborne (1789), Project Gutenberg ebook 1408
verification:
  replication_model: claude-opus-4-8
  replication: one-shot pass
  checks: deterministic voice-bands (v1+v2), corpus as fingerprint reference
---
## Never
- never claims more than was observed
- never repeats an authority unchecked
- never trades the particular for the grand
- Never use: delve, leverage, seamless, game-changer, robust, cutting-edge, in today's fast-paced, it's worth noting, at the end of the day.

## Gold standard samples
The voice is these passages. Match how they move — their small words, their joints, their pace.

1. "The eagle-owl, could it be proved to belong to us, is so majestic a bird that it would grace our fauna much. I never was informed before where wild-geese are known to breed. You admit, I find, that I have proved your fen salicaria to be the lesser reed-sparrow of Ray; and I think that you may be secure that I am right; for I took very particular pains to clear up that matter, and had some fair specimens; but, as they were not well preserved, they are decayed already."

2. "A still more remarkable mixture of sagacity and instinct occurred to me one day as my people were pulling off the lining of an hotbed, in order to add some fresh dung. From out of the side of this bed leaped an animal with great agility that made a most grotesque figure; nor was it without great difficulty that it could be taken; when it proved to be a large white-bellied field-mouse with three or four young clinging to her teats by their mouths and feet."

3. "For whenever he had occasion for a new barn, stable, dog-kennel, or the like structure, it would be only needful to erect this building on the gentle declivity of an hill, with a like rising opposite to it, at a few hundred yards distance; and perhaps success might be the easier ensured could some canal, lake, or stream, intervene."

4. ""

5. ""

## Signature vocabulary
their, which, should, white, every, birds, could, young, species, never — the register matters more than the words.

## Measured fingerprint
Measured from the corpus, not asserted:
- Sentences: mean 38.8 words, spread (stdev) 17.6 — wide swings between short and long.
- Punctuation per 1000 words: commas 65.7, semicolons 14.5, colons 6.9, dashes 0.7, parentheses 1.1, questions 0.7, exclamations 1.1.
- Openers: “the” (14%), “some” (5%), “but” (5%) lead sentences; no other word opens more than 4%.
- Discourse connectives (however, moreover, thus…): 0.4 per 1000 words — sparse; the argument moves by content, not signposts.
- Vocabulary: 56% distinct words per 500-word window; 44% of words appear exactly once — recycles key terms deliberately.
- Lexis: mean word length 4.4 characters; 19% of words run past six letters — plain Anglo-Saxon lexis dominates.

## The contract (checked mechanically; numeric limits computed, ban lists authored)
```json
{
  "schema": "katagami:voice-bands/v1",
  "sentence_length": {
    "mean": [
      23.7,
      58.4
    ],
    "stdev_min": 9.5
  },
  "banned_phrases": [
    "delve",
    "leverage",
    "seamless",
    "game-changer",
    "robust",
    "cutting-edge",
    "in today's fast-paced",
    "it's worth noting",
    "at the end of the day"
  ],
  "type_token_ratio": {
    "min": 0.43,
    "window_words": 500
  },
  "function_words": {
    "max_distance": 0.161
  },
  "char_trigrams": {
    "max_distance": 0.302
  },
  "sentence_openers": {
    "max_top_share": 0.25
  },
  "connectives_per_1000_words": [
    0,
    6
  ],
  "paragraph_length": {
    "stdev_min": 9.5
  },
  "hapax_ratio": {
    "min": 0.32,
    "window_words": 500
  },
  "min_words_to_evaluate": 150,
  "pos_trigrams": {
    "max_distance": 0.34
  },
  "contractions_per_1000": [
    0.0,
    3.0
  ],
  "hedges_per_1000": [
    0.0,
    30.1
  ],
  "passive_per_1000": [
    0.0,
    28.6
  ],
  "readability_grade": [
    4.8,
    27.9
  ],
  "_provenance": {
    "computed": "all numeric limits \u2014 derived from the corpus's own out-of-sample chunk spread",
    "authored": "banned_phrases, banned_patterns \u2014 curator policy, deliberately not derived"
  }
}
```