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Paper Citation Record · LEDGER

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry

As of 18 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2607.15238.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.15238 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T23:49:27.263186Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved25
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e1f78e20-df73-47ff-bf10-ef09f8965be3 · outbound

This paper cites H., & Kareem, F.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry H., & Kareem, F

Reference 1

Resolution
verified exact
doi, observed 2026-08-01T23:53:27.891167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-01T23:49:24.591101Z digest=sha256:c79bb51561f6ff7b72f34921abf1b1d52babf07a78d76f22f94e068c0b989a5c

Observation 09f85f45-6165-4786-bae3-48d879cf0ae0 · outbound

This paper cites (1986).The statistical analysis of compositional data.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry (1986).The statistical analysis of compositional data

Reference 2

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no resolver link, observed 2026-08-01T23:49:24.649264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:24.649264Z digest=sha256:79fa0cde77b4402a2499b180cb55eb424ca21a556f59cd93f8abcd06cf5b3f34

Observation 4019590e-9178-4c30-931a-98ab231823f0 · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 3

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unresolved
no resolver link, observed 2026-08-01T23:49:24.701725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:24.701725Z digest=sha256:7ce9fab4f0824c288cb77b9e075109fdf86509a3f6c1d439959e7ebea06b2a18

Observation 4fe9a328-1fad-4f8b-a9ea-ab76bc7cd878 · outbound

This paper cites (2022).ROST (ROmanian stories and other texts) dataset[Data set].

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry (2022).ROST (ROmanian stories and other texts) dataset[Data set]

Reference 4

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unresolved
no resolver link, observed 2026-08-01T23:49:24.810998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:24.810998Z digest=sha256:72b14eb3daf4aaea4d7c48594e908857cd11995ddc816242b889797eae806fdd

Observation b9e74590-2501-4c9d-9796-8198efbe0b9c · outbound

This paper cites (2021).Deutsches Referenzkorpus: Buchstaben- und Bigrammhäufigkeiten in der deutschen Sprache.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry (2021).Deutsches Referenzkorpus: Buchstaben- und Bigrammhäufigkeiten in der deutschen Sprache

Reference 5

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no resolver link, observed 2026-08-01T23:49:24.918077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:24.918077Z digest=sha256:9fb4826f5c9e26ff0205b9b03ce1e76aa737d3263645a95918d0b81d60fc0d24

Observation e689cc35-8bd7-418f-86f1-a63fc70e1644 · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 6

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no resolver link, observed 2026-08-01T23:49:25.018165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:25.018165Z digest=sha256:7a23a955e6b33d47deae59f903233de04ba951bc7e0d08c7747643743b5946ce

Observation 73249b28-7f8c-4430-b7e3-6f325bc77284 · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 7

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unresolved
no resolver link, observed 2026-08-01T23:49:25.071769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:25.071769Z digest=sha256:c0a6fb7a6245386525b2af6b52189c00c61a4e3a5e66f2e462e28a5520a7a775

Observation d4ce7184-3ae0-4df4-998a-c6eac551d589 · outbound

This paper cites B., & Trenkle, J.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry B., & Trenkle, J

Reference 8

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no resolver link, observed 2026-08-01T23:49:25.152324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:25.152324Z digest=sha256:c32e06213446f23d7f3dd720e1b8bed7ffa35781e7e9feeb00984fcb11a12b7f

Observation 82824994-aa31-42ec-9b71-6a8fd8127b8e · outbound

This paper cites (2017).DeepL translation service.https://www.deepl.com/translator.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry (2017).DeepL translation service.https://www.deepl.com/translator

Reference 9

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no resolver link, observed 2026-08-01T23:49:25.208907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:25.208907Z digest=sha256:ce4580cd68ae96c94a1e80a46003b3984424b452dfea35f2f2ad953190a8e590

Observation fbe1986d-12e8-40c8-9d18-be5257094a09 · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-01T23:49:25.255909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:25.255909Z digest=sha256:6a86601287e902f0ce5f9e37f3664bbc2a00266e6f3a636b290fb79037bea6df

Observation 1fc89b86-4bc3-4f17-9eee-37841ecf19da · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 11

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unresolved
no resolver link, observed 2026-08-01T23:49:25.363292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:25.363292Z digest=sha256:9bb9f7e7ce7fcbad9fa80d70e8112b875afe2fd782c86ffa6f97bbda87aa94e5

Observation 7c1c811f-51b3-469f-b63c-8bbead1171f4 · outbound

This paper cites FastText.zip: Compressing text classification models.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry FastText.zip: Compressing text classification models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T23:49:25.479337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 429ae536-7862-414f-8343-4dd9521825e5 · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 13

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unresolved
no resolver link, observed 2026-08-01T23:49:25.584647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:25.584647Z digest=sha256:08d5409247e76846a7bc8bdfee81467af88854345c6bcd5b5a0a7e0b6de78cce

Observation d390a34c-26b5-4799-8998-f8c611962b81 · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 14

Resolution
verified exact
doi, observed 2026-08-01T23:53:27.616578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 930dac94-e525-490e-9384-e4cdd2203c4c · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 15

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unresolved
no resolver link, observed 2026-08-01T23:49:25.823753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:25.823753Z digest=sha256:a35d33518efa999def68690cf04a197045d782f39a40b716d63bcdf4db3e544a

Observation 23ad6e19-6081-45cf-be47-094633cc4b58 · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 16

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unresolved
no resolver link, observed 2026-08-01T23:49:25.963647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:25.963647Z digest=sha256:5215fded2d787907aff5160e3c4613936a0b07ff15edfaf2e97e4b9dfdd24ab2

Observation 38b66d35-4d77-47b1-8eb7-d90e4e48f92d · outbound

This paper cites (2010).Spontán magyar nyelv˝ u beszéd gépi felismerése nyelvspecifikus szabályok nélkül[Doctoral dissertation, BME-VIK].https://www.magyarbeszed.hu/download/PhD_MP.pdf.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry (2010).Spontán magyar nyelv˝ u beszéd gépi felismerése nyelvspecifikus szabályok nélkül[Doctoral dissertation, BME-VIK].https://www.magyarbeszed.hu/download/PhD_MP.pdf

Reference 17

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unresolved
no resolver link, observed 2026-08-01T23:49:26.073411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:26.073411Z digest=sha256:caad0f708eef0ba190743fe1350308b5165129142390770a7d772ce9f77af610

Observation 36c70c75-b153-4ed1-a74e-7b7b122ab4e2 · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 18

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unresolved
no resolver link, observed 2026-08-01T23:49:26.193035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:26.193035Z digest=sha256:5c76bad098b86c72a013ff56434dfbadb1796661fdaf3fd805ac11799651ae8e

Observation 5bdfc2da-bef8-48d7-a526-135d6a134a45 · outbound

This paper cites (2012).English letter frequency counts: Google Books corpus analysis.http://norvig.com/ mayzner.html.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry (2012).English letter frequency counts: Google Books corpus analysis.http://norvig.com/ mayzner.html

Reference 19

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unresolved
no resolver link, observed 2026-08-01T23:49:26.306477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:26.306477Z digest=sha256:2a888c42eca7d7e061bb85aedc75ee04225f13c1123eb99e14c221b96e6db59e

Observation 67409aa7-bf00-4b7c-9b52-dc53e376ae01 · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 20

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unresolved
no resolver link, observed 2026-08-01T23:49:26.368629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:26.368629Z digest=sha256:ddc0ab718c3cabc61373e1b549fb82409b4619948f3e2625cc389c9b5cabdb06

Observation 59db8323-7ed3-4fa0-9245-eabb3341c436 · outbound

This paper cites (2025).Language detection and computational profiling dataset[Data set].

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry (2025).Language detection and computational profiling dataset[Data set]

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-01T23:49:26.466015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:26.466015Z digest=sha256:dd6f82d786094997573c6f3055a11312c1a4974f520c41dae6802ad868a1832d

Observation c1749df1-8651-45ba-b5a5-989f20e08ab3 · outbound

This paper cites (2024).Romanian fairy tales and children’s stories dataset[Data set].https://www.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry (2024).Romanian fairy tales and children’s stories dataset[Data set].https://www

Reference 22

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unresolved
no resolver link, observed 2026-08-01T23:49:26.579438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d76b52b9-46b7-4243-ad86-3e4e28f4fbca · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 23

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unresolved
no resolver link, observed 2026-08-01T23:49:26.715343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:26.715343Z digest=sha256:9d631035cd4ff09e18280a00a9e6a133e30ab5a160e0b363694118fe62e67e09

Observation 9b4e1374-3496-402d-addc-8a747a13fd55 · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 24

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no resolver link, observed 2026-08-01T23:49:26.883828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:26.883828Z digest=sha256:fb34a752bf7eae6582a434405448fcfaa081f6f35c8426957e1a45196dd4967c

Observation d8309a95-8f8d-47c4-a5d9-a9fae80da63b · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 25

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unresolved
no resolver link, observed 2026-08-01T23:49:26.997391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:26.997391Z digest=sha256:d0568ee5dc31c07dc8cf92851989104ac3788e422320f966d160a6308fcb8ef0

Observation 68e0516f-b877-4d7f-9d31-7f484dadfb94 · outbound

This paper cites an unresolved cited work.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Unresolved cited work

Reference 26

Resolution
verified exact
doi, observed 2026-08-01T23:53:27.466662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-01T23:49:27.102970Z digest=sha256:d548fa81663d0823cf077c513e60029bb582de011d86c57594cadfd7223815aa

Observation 3d46d980-83c8-4eb2-a8bc-d2109c69c81a · outbound

This paper cites J., & Honkela, T.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry J., & Honkela, T

Reference 27

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no resolver link, observed 2026-08-01T23:49:27.172779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:27.172779Z digest=sha256:66b3c31944d68f3cc9d37cbcdeb19f7eac0fd344fe063c2ff2126c544505c063

Observation 541c98d0-0997-45ab-bf73-a69679197322 · outbound

This paper cites Attention Is All You Need.

Language Identification via Compositional Data Analysis: A Linear-Time Classifier Based on Log-Ratio Geometry Attention Is All You Need

Reference 28

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unresolved
no resolver link, observed 2026-08-01T23:49:27.263186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:49:27.263186Z digest=sha256:3fc2978ec5375b787863a0c44aa4cd1cc7067380a00e5d334a4252619acb2f22

Pith citing papers

No inbound Pith citation observations are available.