Paper Citation Record · LEDGER

Concept Navigation and Classification via Open-Source Large Language Model Processing

As of 10 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2502.04756.

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

pith.paper-citation-record.v1
2502.04756 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:39:46.057168Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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 exact0
verified fuzzy21
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8ed1f2f3-7d81-43fd-96ce-e10ae8cb1809 · outbound

This paper cites \ Zhai, C.

Concept Navigation and Classification via Open-Source Large Language Model Processing \ Zhai, C

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.291787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1f6a2661-8fe5-4cda-b9ee-a31c05e6d319 · outbound

This paper cites Open-Source LLMs for Text Annotation: A Practical Guide for Model Setting and Fine-Tuning.

Concept Navigation and Classification via Open-Source Large Language Model Processing Open-Source LLMs for Text Annotation: A Practical Guide for Model Setting and Fine-Tuning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T21:39:45.893050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e5ed653-2baf-46ce-bfd4-e6f836e57d2e · outbound

This paper cites , Ng, A Y.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Ng, A Y

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T21:39:45.897892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07b513cd-3e5a-423a-9208-23d1d7f76969 · outbound

This paper cites an unresolved cited work.

Concept Navigation and Classification via Open-Source Large Language Model Processing Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:39:47.268850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0c67ae35-6212-4960-8b8c-ea4e9867942b · outbound

This paper cites , Mann, B.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Mann, B

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T21:39:45.907221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 034464bd-014d-456d-bb8a-3882a1287f0f · outbound

This paper cites LLM-Assisted Content Analysis: Using Large Language Models to Support Deductive Coding.

Concept Navigation and Classification via Open-Source Large Language Model Processing LLM-Assisted Content Analysis: Using Large Language Models to Support Deductive Coding

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T21:39:45.912044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bacac7d-61f8-4138-9ca9-cd45c849273c · outbound

This paper cites , Dunn, A.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Dunn, A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.245587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f49e691d-3f0a-4ebd-b495-d1659d06dbce · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Concept Navigation and Classification via Open-Source Large Language Model Processing BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T21:39:45.921606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e970fd7-18ea-4502-9463-e9a7e6cb3f7e · outbound

This paper cites , Heidenreich, T.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Heidenreich, T

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.231626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 00468b48-2bcd-4121-9190-36fed8794a87 · outbound

This paper cites APACrefauthors \ 1993.

Concept Navigation and Classification via Open-Source Large Language Model Processing APACrefauthors \ 1993

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.217486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fb782656-a920-452a-9bba-b03e6c6c81e6 · outbound

This paper cites APACrefauthors \ 2007.

Concept Navigation and Classification via Open-Source Large Language Model Processing APACrefauthors \ 2007

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.203220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 73b282a0-46ff-43e0-a3da-e5686b715b89 · outbound

This paper cites , Alizadeh, M.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Alizadeh, M

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.189799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f8ae3ad9-7425-401f-8a1c-265d4283244c · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

Concept Navigation and Classification via Open-Source Large Language Model Processing BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T21:39:45.943380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4014455f-8fa3-437a-9d9d-e42c7de7663f · outbound

This paper cites Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey.

Concept Navigation and Classification via Open-Source Large Language Model Processing Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T21:39:45.947815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c7bff73-fc74-4f80-8d56-b435a726187c · outbound

This paper cites APACrefauthors \ 2010.

Concept Navigation and Classification via Open-Source Large Language Model Processing APACrefauthors \ 2010

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.175739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8c7aaf33-579c-4396-b434-7835be7e6035 · outbound

This paper cites , Murty, M N.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Murty, M N

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.160580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation df9b4044-cdc7-497e-8550-a2b391154c0a · outbound

This paper cites , Schuster, M.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Schuster, M

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.144585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 59e11c50-c323-46a7-b5a1-0b0bed980ffb · outbound

This paper cites , Ramalingam, S.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Ramalingam, S

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.129779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7e9fb812-2cc8-4f37-bf3f-f7b23f65b214 · outbound

This paper cites , Gu, S S.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Gu, S S

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.115549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c81080be-f033-431c-8782-86cb78a0b674 · outbound

This paper cites , Teoh, J.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Teoh, J

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.101270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8ff3421f-ba99-4350-b893-7391058ef94e · outbound

This paper cites , Perez, E.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Perez, E

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.085442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a4e3c0c2-4fb3-4add-9417-21b346c2eca5 · outbound

This paper cites , Yao, S.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Yao, S

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T21:39:45.986084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b7012e9-cb08-4a1e-86c8-d444172611f4 · outbound

This paper cites APACrefauthors \ 2014.

Concept Navigation and Classification via Open-Source Large Language Model Processing APACrefauthors \ 2014

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.061299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ccc67718-842c-47d8-b5cf-01132eb1e5df · outbound

This paper cites Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling.

Concept Navigation and Classification via Open-Source Large Language Model Processing Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T21:39:45.994728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dbc89d1-2bcf-425d-a6aa-106679ff370d · outbound

This paper cites \ McKeown, K.

Concept Navigation and Classification via Open-Source Large Language Model Processing \ McKeown, K

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.044974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2ce55533-02ed-480e-a54c-fb745cb5cca6 · outbound

This paper cites an unresolved cited work.

Concept Navigation and Classification via Open-Source Large Language Model Processing Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:39:47.030940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 65e2f05c-a961-4857-801c-b0f924a93d90 · outbound

This paper cites an unresolved cited work.

Concept Navigation and Classification via Open-Source Large Language Model Processing Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:39:47.016675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cb2cb840-5b01-42d3-95e5-5156693e15a1 · outbound

This paper cites , Stewart, B M.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Stewart, B M

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:47.001840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d1597421-2b13-4905-b18d-965cb779c9cb · outbound

This paper cites , Bentley, L R.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Bentley, L R

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:46.987788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3d6bc34c-53db-44bf-b2f4-5e7f4012c3c0 · outbound

This paper cites Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models.

Concept Navigation and Classification via Open-Source Large Language Model Processing Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T21:39:46.021168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16e33d5d-777f-410d-9d12-bcdbb20b1e38 · outbound

This paper cites ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning.

Concept Navigation and Classification via Open-Source Large Language Model Processing ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T21:39:46.025853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8fd98b9-2e46-4227-82ae-7829cbe4f5ca · outbound

This paper cites , Shazeer, N.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Shazeer, N

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T21:39:46.030593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d86f605-d7fc-4a28-8f6b-1a3d0650cbd3 · outbound

This paper cites A Survey of Prompt Engineering Methods in Large Language Models for Different NLP Tasks.

Concept Navigation and Classification via Open-Source Large Language Model Processing A Survey of Prompt Engineering Methods in Large Language Models for Different NLP Tasks

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T21:39:46.034800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 138f94c5-1478-4749-b0ca-2c54d4e41656 · outbound

This paper cites , Chen, W.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Chen, W

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:46.964265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 30bedb9e-6a16-4784-9372-ec1bf689789f · outbound

This paper cites , Jin, H.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Jin, H

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:46.950273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 239400f3-b83f-4289-a054-703f6f775211 · outbound

This paper cites , Guruganesh, G.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Guruganesh, G

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:46.935944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a31a41bb-350c-462c-b21c-8f882306402e · outbound

This paper cites , Ladhak, F.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Ladhak, F

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:39:46.921224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 156edf5e-628e-47a4-930a-735c85c96097 · outbound

This paper cites , Yuan, H.

Concept Navigation and Classification via Open-Source Large Language Model Processing , Yuan, H

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T21:39:46.057168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.