Paper Citation Record · LEDGER

Abstract Event Causal Rules: Induction and Application

As of 17 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2608.05205.

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

pith.paper-citation-record.v1
2608.05205 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:19:11.634800Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

43 of 43 outbound references displayed

verified exact3
verified fuzzy4
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation af339492-9edd-4582-b606-fae0aa3f0a10 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.244574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 46cde7d7-6033-48cd-a394-5ba184ba6d84 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.226165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f6f3bccd-73f1-4bcf-b86f-e0748e942272 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.217274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation edd6d4aa-a073-46d7-ad2a-199eb33b8a91 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.207571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e7ce3deb-8e8d-48aa-87c3-3bc59ef2d7d2 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.198446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 80e8f303-edd9-436b-88b7-799586f9efc0 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.189169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 130e0931-9816-48f4-bda8-1355772e6408 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.180270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bc21ba3f-3677-410f-b2eb-488e2e8987d2 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.162767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ac0454dd-b56d-4ca8-8181-ff8ceb85aa61 · outbound

This paper cites The Llama 3 Herd of Models.

Abstract Event Causal Rules: Induction and Application The Llama 3 Herd of Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T18:19:11.539324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fe4bf29-0de1-4aa5-b8f4-01dee803b9a7 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 10

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T18:19:11.904474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fc8d03ac-ccc2-4ec3-a9d7-fe8a36de504f · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.155152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 793d5b21-1252-4e0e-9db8-aeece6b33ab7 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T18:19:11.548788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f492b788-b200-4f9f-9dfc-253c819c8bc2 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.134323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cb764e0b-cd97-4d83-940e-0100918d50bb · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.116667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9099a96c-0b52-4448-9fd4-84234237d714 · outbound

This paper cites Constructing Narrative Event Evolutionary Graph for Script Event Prediction.

Abstract Event Causal Rules: Induction and Application Constructing Narrative Event Evolutionary Graph for Script Event Prediction

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-08T18:19:11.690437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3f789325-3620-4280-92dc-8ac85f811f46 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T18:19:11.567509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbd8bbdd-f040-43b8-8db3-023583364b4e · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.102632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation da16b01f-c7bd-425b-bda2-0c1e38b02af5 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Abstract Event Causal Rules: Induction and Application RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T18:19:11.573542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a67a40f3-5350-4617-adb4-deb0d50fb266 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.094154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bf6d94ec-91ec-4e26-8078-b94b9945e772 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-08T18:19:11.659922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3f2948bf-e975-4c56-9700-ac133f5fe753 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.085508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 18b54b68-31cb-4e42-977d-02507ff8ea4b · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.076517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fca0bba9-3db0-4875-932a-78a4104de30e · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T18:19:11.588739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99f5999d-af74-448c-93a3-be222d39db6e · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.062470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d4f9c025-fd5b-4176-ac5f-af7ba5a82bd5 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T18:19:11.594646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73ecd1d3-42d1-4e8b-a86f-c8ef4484cb78 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.048618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ff8ce00f-9de2-4960-9637-dafe242796d1 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T18:19:11.600290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a587fa2-71d9-4c18-9756-0cff95aebf66 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T18:19:11.603052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88e17d3d-339e-40f8-94f6-ea8113f7e1eb · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.028604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4d2f7086-93d7-49d5-9a57-d6d5fdeb45da · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.020337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1f74ec69-a4c2-46b0-8943-a6c3cfbb1cd6 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:12.011659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 829a0538-d67d-477f-bd94-41b4a85804b8 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:11.996408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dab7a1db-ad9c-4be3-855c-f2bea0ebfff3 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:11.978191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4b533418-6d86-44a0-ae79-002d40be5777 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:11.968459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fd331a11-2d0d-449d-a384-86ef10988577 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:11.959313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1f8dbeb8-7405-4a9d-b5fe-1965be8a6962 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:11.949529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2793080a-289c-4def-b560-3089a7587235 · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:11.938550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b4234181-5243-407e-8eec-15ae0a954d5c · outbound

This paper cites an unresolved cited work.

Abstract Event Causal Rules: Induction and Application Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:19:11.927616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 203a64ab-65fd-4674-844a-2c9584902096 · outbound

This paper cites Causal Parrots: Large Language Models May Talk Causality But Are Not Causal.

Abstract Event Causal Rules: Induction and Application Causal Parrots: Large Language Models May Talk Causality But Are Not Causal

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T18:19:11.623570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 150c3fae-12ac-4596-aa26-7f10022365dc · outbound

This paper cites InProceedings of the 2021 conference on empirical methods in natural language processing.

Abstract Event Causal Rules: Induction and Application InProceedings of the 2021 conference on empirical methods in natural language processing

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:12.235035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d6f66c15-19ad-4ec1-80a9-5f2a4c390331 · outbound

This paper cites InProceedings of the 2023 conference on empirical methods in natural language processing.

Abstract Event Causal Rules: Induction and Application InProceedings of the 2023 conference on empirical methods in natural language processing

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:12.142442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bcdd2989-1d15-4603-8797-5df2749922ad · outbound

This paper cites InProceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024).

Abstract Event Causal Rules: Induction and Application InProceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:12.125680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6a01f3df-c4bf-4f21-9bbb-7b0051ac1361 · outbound

This paper cites InProceedings of the AAAI Conference on Artificial Intelligence, Vol.

Abstract Event Causal Rules: Induction and Application InProceedings of the AAAI Conference on Artificial Intelligence, Vol

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:19:12.171243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.