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Paper Citation Record · LEDGER

Human Genome Book: Words, Sentences and Paragraphs

As of 12 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2501.16982.

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

pith.paper-citation-record.v1
2501.16982 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:17:22.406324Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

38 of 38 outbound references displayed

  • verified exact1
  • verified fuzzy16
  • unresolved21
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d785f244-5746-4e3a-8c91-128dcb5466a3 · outbound

This paper cites an unresolved cited work.

Human Genome Book: Words, Sentences and Paragraphs Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:17:22.964970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 86902442-4dbb-498a-b490-f3f8759f14ef · outbound

This paper cites [Original Text] TL;DR: [Summary].

Human Genome Book: Words, Sentences and Paragraphs [Original Text] TL;DR: [Summary]

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:17:22.950248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 2e6e65fd-3ef1-496c-862f-5a6ba958b098 · outbound

This paper cites Chromosome Volume.

Human Genome Book: Words, Sentences and Paragraphs Chromosome Volume

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:17:22.935135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 4f71c449-3945-4694-96fd-52174d53d25f · outbound

This paper cites an unresolved cited work.

Human Genome Book: Words, Sentences and Paragraphs Unresolved cited work

Reference 4

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation b2fa0930-c4d4-499a-be96-ae74af479bf9 · outbound

This paper cites The linguistics of DNA: words, sentences, grammar, phonetics, and semantics.

Human Genome Book: Words, Sentences and Paragraphs The linguistics of DNA: words, sentences, grammar, phonetics, and semantics

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:17:22.919909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T16:17:22.239618Z digest=sha256:137471bae3a9690ca99a816c9fa9cfc64a2c18ca76a2971ba89842d30a214a20

Observation 76e1f5fb-2f83-4c7c-a71f-9aa0f149d7a3 · outbound

This paper cites Statistical and linguistic features of DNA sequences.

Human Genome Book: Words, Sentences and Paragraphs Statistical and linguistic features of DNA sequences

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:17:22.904542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T16:17:22.244181Z digest=sha256:5541f44bad4426bcef481ddca29baf1fa6593eab557f06ffe55d14ffa3cacc13

Observation fbf94e24-bcfa-4e96-8542-d29df6fd1fd3 · outbound

This paper cites A book of life?: How the genome became an information system and DNA a language.

Human Genome Book: Words, Sentences and Paragraphs A book of life?: How the genome became an information system and DNA a language

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:17:22.890362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T16:17:22.248436Z digest=sha256:1ecb1ec7b55d800f919f3194502dbd7105d1f3246db723b6059bc6edf52f3f8a

Observation 50525689-bc35-42e2-8f0b-221e564dada4 · outbound

This paper cites Segmenting DNA sequence into words based on statistical language model.

Human Genome Book: Words, Sentences and Paragraphs Segmenting DNA sequence into words based on statistical language model

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:17:22.876264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T16:17:22.253547Z digest=sha256:150c4f93590b0b61f0e7b1319aa31c577c958390c26b7fa47b069109c5f96762

Observation 22cb5a82-48f9-4be6-9247-8273bb841771 · outbound

This paper cites Is DNA a language?.

Human Genome Book: Words, Sentences and Paragraphs Is DNA a language?

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:17:22.862409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T16:17:22.258227Z digest=sha256:f33455b58e5710853b8add3a65fa58a202d2a0249750372954266d20d2376343

Observation ff39f41c-d40b-4ff1-9810-f83555e544e9 · outbound

This paper cites Word organization in coding DNA: a mathematical model.

Human Genome Book: Words, Sentences and Paragraphs Word organization in coding DNA: a mathematical model

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:17:22.848088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T16:17:22.263229Z digest=sha256:0d78015c7a3851c2be2df2378746a420c35059ebe3c49b4b7adad20531dd0874

Observation 696e02ea-7cdb-408c-9f74-7ac9985be16e · outbound

This paper cites Testing DNA code words properties of regular languages.

Human Genome Book: Words, Sentences and Paragraphs Testing DNA code words properties of regular languages

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T16:17:22.267855Z digest=sha256:c4186199f499d8a332b55ce1876f0f0c354bc85f244fb66a2b54a8dade058f06

Observation f0bf743e-cea8-4211-a2da-e0270f634ea7 · outbound

This paper cites Learning the language of DNA.

Human Genome Book: Words, Sentences and Paragraphs Learning the language of DNA

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:17:22.818502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T16:17:22.272625Z digest=sha256:c9887397f9380ef5a55b23b91267d95e4210020bcf02b44793d3b9baf3f9f3ba

Observation 6c6fdb51-7d9e-4b77-ae8a-55f59683a4a0 · outbound

This paper cites Distinguishing word identity and sequence context in DNA language models.

Human Genome Book: Words, Sentences and Paragraphs Distinguishing word identity and sequence context in DNA language models

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:17:22.803308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T16:17:22.277320Z digest=sha256:a53584b37d8b617ed202f553a3f5298a1bdea1d33385573ed7c477f16aeac751

Observation f41ebc9d-eeaf-4d40-a777-dc403afb2f2b · outbound

This paper cites Generative language models on nucleotide sequences of human genes.

Human Genome Book: Words, Sentences and Paragraphs Generative language models on nucleotide sequences of human genes

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T16:17:22.282085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:17:22.282085Z digest=sha256:6cbf45a5c882db2789e1c9004646b2e0a4ee42b5ab206b9440380ec603495937

Observation 28e3a967-a72a-46dc-ab54-27b59285c157 · outbound

This paper cites Durrant, Brian Kang, Dhruva Katrekar, David B.

Human Genome Book: Words, Sentences and Paragraphs Durrant, Brian Kang, Dhruva Katrekar, David B

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:17:22.788045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T16:17:22.287186Z digest=sha256:e400818c66bc753f417ec13995b68e7aadf0d31f04280cd9a08cf2bd15fa0ba2

Observation 5a620154-94cc-45cb-bb4c-728563d2707c · outbound

This paper cites DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome.

Human Genome Book: Words, Sentences and Paragraphs DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T16:17:22.291778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:17:22.291778Z digest=sha256:ec6eca873d841f3fa675426881f2d6d49de5253b02f0f03dbd2c51a9e4fc92b4

Observation 0b4c0d87-56d5-4ac7-8e7f-af6c4f24ebff · outbound

This paper cites Nguyen, et al., Hyenadna: Long-range genomic sequence modeling at single nucleotide resolution, Advances in neural information processing systems 36 (2024).

Human Genome Book: Words, Sentences and Paragraphs Nguyen, et al., Hyenadna: Long-range genomic sequence modeling at single nucleotide resolution, Advances in neural information processing systems 36 (2024)

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation b5f4f2e6-1e76-42ed-b63c-e195230d7c13 · outbound

This paper cites Yang, et al., scbert as a large-scale pretrained deep language model for cell type annotation of single-cell rna-seq data, Nature Machine Intelligence 4, 852–866 (2022).

Human Genome Book: Words, Sentences and Paragraphs Yang, et al., scbert as a large-scale pretrained deep language model for cell type annotation of single-cell rna-seq data, Nature Machine Intelligence 4, 852–866 (2022)

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 45573349-84fe-4c9a-bf5d-6b51c73f36fb · outbound

This paper cites an unresolved cited work.

Human Genome Book: Words, Sentences and Paragraphs Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:17:22.742003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T16:17:22.306605Z digest=sha256:a3e8f51a49fc5239ec7e160902ae112e307f7d8873b54183f1b0ea9794781f99

Observation ec5d3bf6-f026-449d-9e94-ad245e1dac92 · outbound

This paper cites Brandes, D.

Human Genome Book: Words, Sentences and Paragraphs Brandes, D

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 206a93c3-6acd-4de9-b66e-406b5c6830c8 · outbound

This paper cites Lin, et al., Evolutionary-scale prediction of atomic-level protein structure with a language model, Science 379, 1123–1130 (2023).

Human Genome Book: Words, Sentences and Paragraphs Lin, et al., Evolutionary-scale prediction of atomic-level protein structure with a language model, Science 379, 1123–1130 (2023)

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 88937a99-de3f-4125-8254-e0ed79b2d291 · outbound

This paper cites & Davuluri, R.

Human Genome Book: Words, Sentences and Paragraphs & Davuluri, R

Reference 22

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a9be8beb-383e-4897-b615-0869ffaa3579 · outbound

This paper cites doi: https://doi.org/10.1101/2023.06.12.544594.

Human Genome Book: Words, Sentences and Paragraphs doi: https://doi.org/10.1101/2023.06.12.544594

Reference 23

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:17:22.326417Z digest=sha256:6e67a121194707d9cf18c60e9825e8acf3eeca6635daf37a646dfe5fb98f3d5d

Observation e4607d32-b380-48d4-a305-5c031717c6d4 · outbound

This paper cites BioRxiv 2023.07.11.548628; doi: https://doi.org/10.1101/2023.07.11.548628.

Human Genome Book: Words, Sentences and Paragraphs BioRxiv 2023.07.11.548628; doi: https://doi.org/10.1101/2023.07.11.548628

Reference 24

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e0de7882-e9b9-40e1-b2f9-e217c3ad42f1 · outbound

This paper cites an unresolved cited work.

Human Genome Book: Words, Sentences and Paragraphs Unresolved cited work

Reference 25

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0f65618c-5d94-41c6-b488-d4301149694a · outbound

This paper cites & Gao, G.

Human Genome Book: Words, Sentences and Paragraphs & Gao, G

Reference 26

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 46db4799-b436-4cd9-9cd9-5398f82ac229 · outbound

This paper cites Language Versatilists vs. Specialists: An Empirical Revisiting on Multilingual Transfer Ability.

Human Genome Book: Words, Sentences and Paragraphs Language Versatilists vs. Specialists: An Empirical Revisiting on Multilingual Transfer Ability

Reference 28

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bd8a71cc-a673-4685-9526-1b336d767784 · outbound

This paper cites an unresolved cited work.

Human Genome Book: Words, Sentences and Paragraphs Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:17:22.693870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 06193e8c-1093-4c3c-9a26-ef705275e4dc · outbound

This paper cites Genomic Language Models: Opportunities and Challenges.

Human Genome Book: Words, Sentences and Paragraphs Genomic Language Models: Opportunities and Challenges

Reference 30

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d75a655c-00ea-45f1-a42a-fe8f711f9712 · outbound

This paper cites an unresolved cited work.

Human Genome Book: Words, Sentences and Paragraphs Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:17:22.678430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation f04e603b-7242-430a-bc74-61e1e07f10e9 · outbound

This paper cites XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization.

Human Genome Book: Words, Sentences and Paragraphs XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T16:17:22.371332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:17:22.371332Z digest=sha256:47a0d6d93c961b75381442b7d982242f3b4baa3bb83c0d30d18953d9f1a42a91

Observation bc2e865f-82d8-477a-9e16-a44e032e723f · outbound

This paper cites Can linguists better understand DNA?.

Human Genome Book: Words, Sentences and Paragraphs Can linguists better understand DNA?

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T16:17:22.376153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:17:22.376153Z digest=sha256:50d2b75a8078c6c2adc16e2b03147c7cb8f5688d10374979e6e63340d66bda09

Observation 3dd2dece-af80-436b-855f-fd2b828f081d · outbound

This paper cites BioRxiv 2024.07.01.600583; doi: https://doi.org/10.1101/2024.07.01.600583.

Human Genome Book: Words, Sentences and Paragraphs BioRxiv 2024.07.01.600583; doi: https://doi.org/10.1101/2024.07.01.600583

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T16:17:22.381336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:17:22.381336Z digest=sha256:b447447ad25ce8052df2b6c45da3b9fbd0957a49ae766e9bdcf47305b1efbec7

Observation 25c2bb41-489e-465e-88e6-69b6376a3fee · outbound

This paper cites LucaOne: Generalized Biological Foundation Model with Unified Nucleic Acid and Protein Language.

Human Genome Book: Words, Sentences and Paragraphs LucaOne: Generalized Biological Foundation Model with Unified Nucleic Acid and Protein Language

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-10T16:17:22.386211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:17:22.386211Z digest=sha256:6ee2544da9ad9e4392ae614062559e1a36ae3b57957150c394ec707c2270bc43

Observation 0c7bbda1-b10e-40c4-af63-3f2098ab4328 · outbound

This paper cites an unresolved cited work.

Human Genome Book: Words, Sentences and Paragraphs Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-10T16:17:22.391315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:17:22.391315Z digest=sha256:1dec7234a0c1e0f3a499c2012a6b8b33b4cac26cf9eef2d3599f7eeeeaebbf23

Observation df6220ee-3cf5-4b5b-822b-0d30c159b3fb · outbound

This paper cites an unresolved cited work.

Human Genome Book: Words, Sentences and Paragraphs Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:17:22.662967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T16:17:22.396356Z digest=sha256:2e757b94a9bcb558843d77dba8a7d99aa0a22443028c4fe9681e11e6ee780243

Observation c949e08f-7cb4-44f2-8b45-21f3c0db8797 · outbound

This paper cites an unresolved cited work.

Human Genome Book: Words, Sentences and Paragraphs Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:17:22.647127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T16:17:22.401298Z digest=sha256:7c3d922d3811ba28209bb5dddb686a40111cc5e9cf7e02a7bd46b466ece13fd1

Observation c2287240-3444-49d4-a74c-5172db0542ab · outbound

This paper cites an unresolved cited work.

Human Genome Book: Words, Sentences and Paragraphs Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:17:22.632667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T16:17:22.406324Z digest=sha256:3effe88968159129a008525a34211e8f1552ab16f99947ce49b71aff05baefe0

Pith citing papers

No inbound Pith citation observations are available.