Pith. sign in

Paper Citation Record · LEDGER

A Mathematical Theory of Discursive Networks

As of 7 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 1 inbound Pith citation observation for arXiv:2507.06565.

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

pith.paper-citation-record.v1
2507.06565 v5

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:08:24.017165Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:08:24.017165Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T06:16:28.064256Z

Reference resolution

59 of 59 outbound references displayed

  • verified exact10
  • verified fuzzy11
  • unresolved33
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1d9d2f38-7d14-45d6-a09c-5c7e16408288 · outbound

This paper cites Attention Is All You Need.

A Mathematical Theory of Discursive Networks Attention Is All You Need

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:17.246301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:17.246301Z digest=sha256:cc76676d45f2692942e7e9b453702cce07806e8b96cf4a7c24f505c64f53ab13

Observation 30624c7e-15a5-4bc4-a763-d1e8e5772295 · outbound

This paper cites Language Models are Few-Shot Learners.

A Mathematical Theory of Discursive Networks Language Models are Few-Shot Learners

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:17.306353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:17.306353Z digest=sha256:513179867fdb4f132759bf2f6273606c26a558024579b5b8ec5a7a6bb37ba011

Observation 34a38bbe-f6b1-4165-9767-ccde7741ead3 · outbound

This paper cites Survey of hallucination in natural language generation.

A Mathematical Theory of Discursive Networks Survey of hallucination in natural language generation

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:17.397541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:17.397541Z digest=sha256:1130fb9d2943dcc44b1e2f4472049d92c2971913c85d5967a222f3caa90dc5bd

Observation fef1d7ec-6940-489b-8f6e-d5aa95acc4fc · outbound

This paper cites On faithfulness and factuality in abstractive summarization.

A Mathematical Theory of Discursive Networks On faithfulness and factuality in abstractive summarization

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:17.482421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:17.482421Z digest=sha256:6ba95462fc81e79dd71703a7e0e10e3e31586f717a7b52acded6247bcbf984fd

Observation 46167e71-0a4f-451f-9f17-c2265b5b660d · outbound

This paper cites Ethical and social risks of harm from Language Models.

A Mathematical Theory of Discursive Networks Ethical and social risks of harm from Language Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:17.599780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:17.599780Z digest=sha256:d43577d7aa34ab2594ad94745593d63ff074847180824eec8d42d7a611aed3f6

Observation 8a69ce24-e4a7-4d93-86b7-d97b1c1c168b · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.

A Mathematical Theory of Discursive Networks Retrieval-augmented generation for knowledge-intensive nlp tasks

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:17.658629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:17.658629Z digest=sha256:a8e44972e4eb6e814b9f764cbf2b2cdc40a696bdeeafa6f41c1da2d397f457e1

Observation d211d5f9-91af-453c-a187-7c42ecea5eb9 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

A Mathematical Theory of Discursive Networks Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:17.742061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:17.742061Z digest=sha256:e6937179df229195b5c15fb8627e48af97b9474e59f878553d772a980eea186f

Observation a2d1fed4-da77-4844-b18a-70e70e7afbe0 · outbound

This paper cites Large language models in medicine.

A Mathematical Theory of Discursive Networks Large language models in medicine

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:17.819804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:17.819804Z digest=sha256:1e41d89a2682ce9642dc97e81e5f43c739fbf999c3d85cac53d5cb5293724158

Observation d0b43e8b-6fbd-4de6-8a46-d8f883a65ec0 · outbound

This paper cites ChatGPT utility in healthcare education, research, and practice: sys- tematic review on the promising perspectives and valid concerns.

A Mathematical Theory of Discursive Networks ChatGPT utility in healthcare education, research, and practice: sys- tematic review on the promising perspectives and valid concerns

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:17.945920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:17.945920Z digest=sha256:de4f6a95dfbf80cbb2de43b433fb526b003d29e7c36cd2994a5ed6398e2f1678

Observation f682a274-4437-454e-9094-6f3cd42927a9 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

A Mathematical Theory of Discursive Networks Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:18.041331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:18.041331Z digest=sha256:fc1f4761462312b9bd93039fddd1667fd23b18672c60238470172b957eb862b2

Observation f9f4d88f-7416-4b51-909a-c9f90bc2b880 · outbound

This paper cites Jailbreaking Black Box Large Language Models in Twenty Queries.

A Mathematical Theory of Discursive Networks Jailbreaking Black Box Large Language Models in Twenty Queries

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:18.163851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:18.163851Z digest=sha256:3cfc38bf38c3285427c02c8a8b7e00aa713b3410ee2b8c4b92f1e3b3fd6d64c3

Observation 4a3c236d-41db-42e6-9f87-96d127181efe · outbound

This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.

A Mathematical Theory of Discursive Networks TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:18.352256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:18.352256Z digest=sha256:e119b409a8791ada776f9f120d5c67f3ed42ce456a01d7118e8d8ec660ddfe38

Observation c5d2a7b3-76ca-464c-a9f5-587b1fd3ca29 · outbound

This paper cites Truthful AI: Developing and governing AI that does not lie.

A Mathematical Theory of Discursive Networks Truthful AI: Developing and governing AI that does not lie

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:18.450169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:18.450169Z digest=sha256:62949d9b7fc7fa55b575dbfc110ff5fde03b4f551c24001e3f660bb5d14e5458

Observation 2f4288ea-f9b3-4618-be84-036142390acc · outbound

This paper cites Excavating AI: The Politics of Images in Machine-Learning Training Sets.

A Mathematical Theory of Discursive Networks Excavating AI: The Politics of Images in Machine-Learning Training Sets

Reference 15

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T19:08:29.647900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:18.551178Z digest=sha256:0ad251a09facad655b52e68dee7de0fd250d245cd1ac6bcb872503ee49bf4882

Observation a724b13c-0e6b-4d30-b7b7-3d78e4b37014 · outbound

This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

A Mathematical Theory of Discursive Networks A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:18.653579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:18.653579Z digest=sha256:4cb04e259b7973de94dd1a98ddc3973b3a83a45154b71bf9fac20f108db69420

Observation 56c2d156-ecd7-45b9-a733-2594d1b1f19c · outbound

This paper cites Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation.

A Mathematical Theory of Discursive Networks Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:18.826831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:18.826831Z digest=sha256:1817c1ab19845877c2f5cd83d4b674fb1dd846950e29bc97546b465e64674414

Observation 67053539-6cde-43cb-b8b8-03ffc49d67ba · outbound

This paper cites Investigating the Robustness of Deductive Reasoning with Large Language Models.

A Mathematical Theory of Discursive Networks Investigating the Robustness of Deductive Reasoning with Large Language Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:18.985960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:18.985960Z digest=sha256:5c130445d470fa7515b869bd2f484178f2108776419ce6f6cd560754fee025c6

Observation 872d28cb-251d-4df4-b27e-809fa7104a68 · outbound

This paper cites RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models.

A Mathematical Theory of Discursive Networks RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:19.133854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:19.133854Z digest=sha256:47867b583b066edc447089d0492621d566cdd9020e5ea31f2f9ee4e6ab8aa118

Observation dcd0e694-a4a1-49af-9266-68f74fc50a47 · outbound

This paper cites JSONSchemaBench: A Rigorous Benchmark of Structured Outputs for Language Models.

A Mathematical Theory of Discursive Networks JSONSchemaBench: A Rigorous Benchmark of Structured Outputs for Language Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:19.187330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:19.187330Z digest=sha256:ee28b97452d4e3d082282b259111101ee763c3c5135a46e430ee5ff38c7060db

Observation 08dd3f18-8368-4f5b-bd6f-9b7c9d55f861 · outbound

This paper cites Stanford, CA: Stanford University Press, 1957.

A Mathematical Theory of Discursive Networks Stanford, CA: Stanford University Press, 1957

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:08:29.395176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:19.341369Z digest=sha256:7912046e91b0f9e7f04613cdecf99f0c465e306a33297f6327a1cf22318e713d

Observation f0e7709f-02ea-49cd-ab2e-151504709a8e · outbound

This paper cites Cambridge, UK: Polity Press, 2001.doi:10.1086/343211.

A Mathematical Theory of Discursive Networks Cambridge, UK: Polity Press, 2001.doi:10.1086/343211

Reference 22

Resolution
verified exact
doi, observed 2026-08-06T19:08:26.170469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:19.451895Z digest=sha256:38f6d362a2340a8aa752051e26d1998f7fa8bcbbdcf7e90fcdfe8b0a3648c132

Observation 026411ab-43a2-447d-9a39-eab3e39438b5 · outbound

This paper cites Woddstock, NY: Overlook Books, 1974.url:https://lccn.loc.gov/73407323.

A Mathematical Theory of Discursive Networks Woddstock, NY: Overlook Books, 1974.url:https://lccn.loc.gov/73407323

Reference 23

Resolution
verified exact
raw_fallback, observed 2026-08-06T19:08:27.334763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:19.651473Z digest=sha256:e45b3cb00274180636ae359e985c397d502d8bb50871253208a9e98fc0bc2197

Observation d5f2483b-2f04-4dcc-8c37-9f76e2f2f019 · outbound

This paper cites Living with Television: The Violence Profile.

A Mathematical Theory of Discursive Networks Living with Television: The Violence Profile

Reference 24

Resolution
malformed identifier
no resolver link, observed 2026-08-06T19:08:19.795426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:19.795426Z digest=sha256:988d38e786d28ee6e0c817dcc1777c0b0dfc5226ba3ce98fae1bca5116c6a9c3

Observation b8e1daa6-2868-4c3b-9cef-1fc0c7b55bd6 · outbound

This paper cites New York: Mc- Graw–Hill, 1964.

A Mathematical Theory of Discursive Networks New York: Mc- Graw–Hill, 1964

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:08:29.073585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:19.959239Z digest=sha256:1de21af0d9ccbd6e0b5255f884ebde2e18dda13da8531592a8509999a55b6c66

Observation 57d62c90-099b-44e4-af6e-463697a3107d · outbound

This paper cites Herman and Noam Chomsky.Manufacturing Consent: The Political Econ- omy of the Mass Media.

A Mathematical Theory of Discursive Networks Herman and Noam Chomsky.Manufacturing Consent: The Political Econ- omy of the Mass Media

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:08:28.814232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:20.086254Z digest=sha256:14b35ad5b3513ca0940310ab71bd5e16b5fe9d77450f59d1eaf8345619fe1bca

Observation b36d27a1-12c9-4823-9fa1-32e2a34acf55 · outbound

This paper cites New York: Harcourt Brace, 1951.

A Mathematical Theory of Discursive Networks New York: Harcourt Brace, 1951

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:08:28.674527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:20.216325Z digest=sha256:32467819ba45491d74cc69db824b1600d54b84afdc934641fd178e6f75ef9bfd

Observation 2c2adac3-4073-444d-a030-f12004855b97 · outbound

This paper cites New York: Knopf, 1965.

A Mathematical Theory of Discursive Networks New York: Knopf, 1965

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:08:28.555776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:20.388666Z digest=sha256:e2a30284504d38cb9bbca3428e3f920fdcb4e492609e0bde431c7f7113ee0044

Observation a539ecbd-5576-4e73-9672-5ff5ce07cc62 · outbound

This paper cites Judgment under Uncertainty: Heuristics and Biases.

A Mathematical Theory of Discursive Networks Judgment under Uncertainty: Heuristics and Biases

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:20.487358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:20.487358Z digest=sha256:c553ebf85fa04aced86011aadc668e48e95f18b51f831e60683d40d8f8dd8508

Observation db8acc70-db30-461a-bf55-3561b44d04fa · outbound

This paper cites The Case for Motivated Reasoning.

A Mathematical Theory of Discursive Networks The Case for Motivated Reasoning

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:20.571194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:20.571194Z digest=sha256:8f5b5780a1dee4b7723865f44f3f5b6a22d564764dce404839550e7e39357b63

Observation db9a4ca6-5e60-4a49-afff-2bf59fad2869 · outbound

This paper cites Discourse Network Analysis: Policy Debates as Dynamic Networks.

A Mathematical Theory of Discursive Networks Discourse Network Analysis: Policy Debates as Dynamic Networks

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:20.675518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:20.675518Z digest=sha256:37ac058a765f49c8b9c9ede4f243d932f892206eba91baaaa6b3cbebb4ccdfb3

Observation 0517299a-d7f1-4e78-a5a2-40fbb1ad6629 · outbound

This paper cites Political Discourse Networks and the Conflict over Software Patents in Europe.

A Mathematical Theory of Discursive Networks Political Discourse Networks and the Conflict over Software Patents in Europe

Reference 32

Resolution
verified exact
raw_fallback, observed 2026-08-06T19:08:26.939269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:20.807048Z digest=sha256:5698db617af5b289a7256aa75242f000244cb67f7dc6df87a11a1e353b35f5da

Observation cacf623c-e7d7-4d73-ba33-44f004e78256 · outbound

This paper cites Kittler.Discourse Networks 1800/1900.

A Mathematical Theory of Discursive Networks Kittler.Discourse Networks 1800/1900

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:08:28.404490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:20.932739Z digest=sha256:e07949811fe9639cedfd291f769993e4fb428ac685c117627221cf00b8b4f91a

Observation ae101aa9-22e0-4a13-b038-8af2179345aa · outbound

This paper cites Automatic Detection of Generated Text Is Easiest When Humans Are Fooled.

A Mathematical Theory of Discursive Networks Automatic Detection of Generated Text Is Easiest When Humans Are Fooled

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:21.106190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:21.106190Z digest=sha256:a795ea1c70783c68fa5b9ebc7027e23631e82b264f50a3c0b7040a72e2c4da00

Observation f6a8e027-5daa-47c5-bd17-1726284bfecd · outbound

This paper cites GLTR: Statistical Detection and Visualization of Generated Text.

A Mathematical Theory of Discursive Networks GLTR: Statistical Detection and Visualization of Generated Text

Reference 35

Resolution
verified exact
doi, observed 2026-08-06T19:08:25.879277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:21.176061Z digest=sha256:1e10b5793efc1a6745d7adebec7845dc8d52fa7721e60e547655c8ac3915887d

Observation 50790a41-c744-4811-af95-0a5382e76111 · outbound

This paper cites Political Discourse on Social Media: Echo Chambers, Gate- keepers, and the Price of Bipartisanship.

A Mathematical Theory of Discursive Networks Political Discourse on Social Media: Echo Chambers, Gate- keepers, and the Price of Bipartisanship

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:21.311491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:21.311491Z digest=sha256:cf3c436a7ca44ba646e3eb15b3634459333457589caf135f14baa2d1cb0c02d5

Observation 90013a66-459d-46a4-92d3-7cdf66620d81 · outbound

This paper cites Are AI-Generated Text Detectors Robust to Adversarial Perturbations?.

A Mathematical Theory of Discursive Networks Are AI-Generated Text Detectors Robust to Adversarial Perturbations?

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:21.363580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:21.363580Z digest=sha256:5eb4ceece8ad940a8f6616755bd81f8e7b8ec560c3d044f1844163b0c20bac4e

Observation 8953ab5a-3e62-40fb-aff4-6b5fa489ecfc · outbound

This paper cites A Practical Examination of AI-Generated Text Detectors for Large Language Models.

A Mathematical Theory of Discursive Networks A Practical Examination of AI-Generated Text Detectors for Large Language Models

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:08:25.605258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:21.483689Z digest=sha256:d6a632f2c8c46810be412df1abbf2c9579fb29c4fc7a4885404c6eae8d830c27

Observation 8530b27b-decd-4ba9-91d6-e33c5eee549d · outbound

This paper cites Can AI–Generated Text Be Reliably Detected?.

A Mathematical Theory of Discursive Networks Can AI–Generated Text Be Reliably Detected?

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:08:28.277660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:21.575044Z digest=sha256:bc36a1ca4f9c6161fea4f0f08e43fe38fa2d8edbc665390171655d0bfdeee22b

Observation 72767b8c-d3f2-4aa3-854d-f630aecb6377 · outbound

This paper cites The Curious Case of Neural Text Degeneration.

A Mathematical Theory of Discursive Networks The Curious Case of Neural Text Degeneration

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:08:28.150410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:21.744074Z digest=sha256:3c2f4503daefcde6b6e117d242dd2849effb25db3d5f8c385d36c6f493d4233c

Observation fce2cd23-5e52-4e8b-bc64-b8e4627e8335 · outbound

This paper cites Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference.

A Mathematical Theory of Discursive Networks Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference

Reference 42

Resolution
malformed identifier
no resolver link, observed 2026-08-06T19:08:21.851710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:21.851710Z digest=sha256:1ecf8dcd4ad172a4c44218f5823cdd55e38e8b6aca154d9ec57d0ba74d1617dc

Observation 7a3218d7-14e1-4d19-beac-08ea36231f4d · outbound

This paper cites Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?.

A Mathematical Theory of Discursive Networks Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?

Reference 43

Resolution
malformed identifier
no resolver link, observed 2026-08-06T19:08:21.960476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:21.960476Z digest=sha256:aaf2945895294d1343e783ab4338bf3928f3c72ca1540ecfed82f24bc5c12ebf

Observation 29919a2a-1170-4a9e-bf7f-d7ee090ecdb3 · outbound

This paper cites Language Models (Mostly) Know What They Know.

A Mathematical Theory of Discursive Networks Language Models (Mostly) Know What They Know

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:22.079740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:22.079740Z digest=sha256:427da24b750010fbe9b9178c24f75b8d1eddd279527aa23d216f17fd30e82c50

Observation f7e060b3-86c2-4cb2-a04a-65eb4e080315 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

A Mathematical Theory of Discursive Networks On the Opportunities and Risks of Foundation Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:22.190708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:22.190708Z digest=sha256:e4f7909eb47f9ac204fdb7c215e669e169d05018622b609212d95e111c528e36

Observation f63352f1-8f47-46c4-be2d-8301ff3905eb · outbound

This paper cites Augmented Language Models: a Survey.

A Mathematical Theory of Discursive Networks Augmented Language Models: a Survey

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:22.339845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:22.339845Z digest=sha256:c89d418a9142d4d7bf0daf541ca0b785fdef8ed489fa5134e225279a5f03fe74

Observation 4d6279b7-baaa-4816-8f9a-f6b7162633d3 · outbound

This paper cites Chain of Thought Prompting Elicits Reasoning in Large Lan- guage Models.

A Mathematical Theory of Discursive Networks Chain of Thought Prompting Elicits Reasoning in Large Lan- guage Models

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:08:28.001545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:22.464355Z digest=sha256:6a27b94093a4aa56abdfb8c0284815b09c7c23e9d3d162d88e3b5caf5d0c7dba

Observation 902b4551-cc14-4976-8319-944e098ea87d · outbound

This paper cites Training language models to follow instructions with human feedback.

A Mathematical Theory of Discursive Networks Training language models to follow instructions with human feedback

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:08:27.836082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:22.614547Z digest=sha256:056d54ee62d6a81910e8801e3f2265b650cc6d855b97ff37b9cd62caad1e769f

Observation 37c2df4a-4cef-46ba-a93b-6b7e12d265fb · outbound

This paper cites Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm.

A Mathematical Theory of Discursive Networks Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:22.744826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:22.744826Z digest=sha256:3ffe14110f83d0011118aed1b0c00505eb18537aea8f5bf946f03e7f41f854bd

Observation 81f67e3a-d6cd-4140-8a09-e558d46a8e33 · outbound

This paper cites ProxyLLM : LLM-Driven Framework for Customer Support Through Text-Style Transfer.

A Mathematical Theory of Discursive Networks ProxyLLM : LLM-Driven Framework for Customer Support Through Text-Style Transfer

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:08:25.278077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:22.842519Z digest=sha256:6a0bc7bc42dfe31f31f81992a2171a83b24f80a29c4f7e6171513290d6683de0

Observation 1bbc0a91-da29-46b4-a768-539c44149cfe · outbound

This paper cites Generative Agents: Interactive Simulacra of Human Behavior.

A Mathematical Theory of Discursive Networks Generative Agents: Interactive Simulacra of Human Behavior

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:22.965656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:22.965656Z digest=sha256:6fe404539c141d99111e43b929dbeea3dd872c1aadb1f928582da5ba05802b5b

Observation 27c246b3-1bc8-4440-9465-870255bc274b · outbound

This paper cites The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support.

A Mathematical Theory of Discursive Networks The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:23.008137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:23.008137Z digest=sha256:3410c3c338d4f92f489cdac07e2b1b02249ed94e424f24590080ee4bf71b76da

Observation 72cc60d4-6d53-4725-9860-7b9179b64ba9 · outbound

This paper cites Stigmergic epistemology, stigmergic cognition.

A Mathematical Theory of Discursive Networks Stigmergic epistemology, stigmergic cognition

Reference 53

Resolution
verified exact
doi, observed 2026-08-06T19:08:25.021380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:23.094149Z digest=sha256:8b9feaf45f56ae785dcb6c55dd2ca5fbdd50bb8b6a68c083e0d9f5e2bc058dcd

Observation ec735735-e822-4137-b9cc-64ad17a19c4b · outbound

This paper cites Towards Mitigating Hallucination in Large Language Models via Self- Reflection.

A Mathematical Theory of Discursive Networks Towards Mitigating Hallucination in Large Language Models via Self- Reflection

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:23.231607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:23.231607Z digest=sha256:8cd6d8428630a3222b1d4af71ba4e35170b18b831886bad197de6d221efe73df

Observation 182deb60-10fc-422f-a9d9-021c48c80f0d · outbound

This paper cites Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation.

A Mathematical Theory of Discursive Networks Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:23.341680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:23.341680Z digest=sha256:be26d339e05f96c5ea05bf35118949b3be6c69fb7f1d21a7b7895bad70ad7ebc

Observation 21b22a64-21cf-4395-a7c6-3ac89d97b0bf · outbound

This paper cites A systematic review of research on the meaning, ethics and practices of authorship across scholarly disciplines.

A Mathematical Theory of Discursive Networks A systematic review of research on the meaning, ethics and practices of authorship across scholarly disciplines

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:08:27.669601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:23.485476Z digest=sha256:ec1b50abb2a4097856252de8d900a9e3721a9732dc8a9876b95bb5e9b4b93fbb

Observation b8653477-b152-4594-b8bd-eb25d8c6967b · outbound

This paper cites Energy and Policy Consid- erations for Deep Learning in NLP.

A Mathematical Theory of Discursive Networks Energy and Policy Consid- erations for Deep Learning in NLP

Reference 57

Resolution
malformed identifier
no resolver link, observed 2026-08-06T19:08:23.623218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:23.623218Z digest=sha256:94ae3f10900b9881fb70076a5e57b129d8e09005bbe7431eb7646e7fc6416d5a

Observation 2d9c923c-ed48-4b54-9471-5c177dcc2055 · outbound

This paper cites On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?.

A Mathematical Theory of Discursive Networks On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:23.708003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:23.708003Z digest=sha256:da11b5e8bbfe5e5c4cc2b9c1206c408ed01eb646470405130c989c97730ddc4b

Observation e354361b-119e-46d1-bc65-e8b121bebcb5 · outbound

This paper cites Membership Inference Attacks Against Machine Learning Models.

A Mathematical Theory of Discursive Networks Membership Inference Attacks Against Machine Learning Models

Reference 59

Resolution
verified exact
doi, observed 2026-08-06T19:08:24.760314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:23.782385Z digest=sha256:957f934775cf1d8f9b0a7ae4bde48d6edb509867d2e95cdcb2eced95c44245a3

Observation 6fedb953-e4e1-49ed-9b4e-52a7cdfee69c · outbound

This paper cites Universal Adversarial Triggers for Attacking and Analyzing NLP.

A Mathematical Theory of Discursive Networks Universal Adversarial Triggers for Attacking and Analyzing NLP

Reference 60

Resolution
verified exact
doi, observed 2026-08-06T19:08:24.415245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:23.910908Z digest=sha256:05a6bf3d51557b9fced2c621f3035ad76c038b1fc8293b24d58383638daa3a81

Observation 41d76df9-1313-49bf-aecd-6567328596c7 · outbound

This paper cites A Mathematical Theory of Discursive Networks.

A Mathematical Theory of Discursive Networks A Mathematical Theory of Discursive Networks

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:08:24.173348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:24.017165Z digest=sha256:bbb699887bc05eef231d2cb9fb98f85baccfff082c872da1da5ac8244afde002

Pith citing papers

Observation 41d76df9-1313-49bf-aecd-6567328596c7 · inbound

A Mathematical Theory of Discursive Networks cites this paper.

A Mathematical Theory of Discursive Networks A Mathematical Theory of Discursive Networks

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:08:24.173348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:08:24.017165Z digest=sha256:bbb699887bc05eef231d2cb9fb98f85baccfff082c872da1da5ac8244afde002