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Paper Citation Record · LEDGER

Observing Micromotives and Macrobehavior of Large Language Models

As of 16 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2412.10428.

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

pith.paper-citation-record.v1
2412.10428 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:24:05.980853Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:28:06.018127Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T18:28:07.285065Z

Reference resolution

14 of 14 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ee514b01-ea0e-4c56-91d8-c386dbc5962c · outbound

This paper cites online" 'onlinestring :=.

Observing Micromotives and Macrobehavior of Large Language Models online" 'onlinestring :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T18:24:05.909145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:24:05.909145Z digest=sha256:bd1ac832110dd80a23cbb9f599fa0232dc6d47e7660d134e03416ca6ff931f63

Observation 1cc93646-0136-4718-a4da-c17ad1d8257f · outbound

This paper cites write newline.

Observing Micromotives and Macrobehavior of Large Language Models write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T18:24:05.914852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:24:05.914852Z digest=sha256:f5d030c9df338f283abb82f178aa77251eb3371f61b259cfdd4c9415c8efdba9

Observation 57f5bbaf-d29e-4b82-b437-54020ad354c2 · outbound

This paper cites an unresolved cited work.

Observing Micromotives and Macrobehavior of Large Language Models Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T18:24:06.265364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T18:24:05.920112Z digest=sha256:db111d6a852435b1370d2f5bbc386bc6a990e98ac732e10e5f7d33da412d282e

Observation 250faf4d-a769-4771-a602-a0044531f234 · outbound

This paper cites TrustGPT: A Benchmark for Trustworthy and Responsible Large Language Models.

Observing Micromotives and Macrobehavior of Large Language Models TrustGPT: A Benchmark for Trustworthy and Responsible Large Language Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-11T18:24:05.924949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:24:05.924949Z digest=sha256:6f555572712a364b5375707a4044608234b9fe6b14effb02a16547d926e936a7

Observation e25012b1-c6b8-48db-9c39-78c836712db7 · outbound

This paper cites an unresolved cited work.

Observing Micromotives and Macrobehavior of Large Language Models Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T18:24:06.250707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T18:24:05.931471Z digest=sha256:ff2708440ff9348c1d58f9aff6e0f3ebe2a354745bb0a4bf1f56005d921a4c66

Observation b8c8bf5a-5748-433d-a6f9-01bf6d4e16c5 · outbound

This paper cites LangBiTe: A Platform for Testing Bias in Large Language Models.

Observing Micromotives and Macrobehavior of Large Language Models LangBiTe: A Platform for Testing Bias in Large Language Models

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-11T18:24:06.220767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T18:24:05.937078Z digest=sha256:e540fdf45c210b956aac6cb70c04be77106aed31d97bd3cda1a598f07169201d

Observation aa371429-7ec6-4058-8886-183c8dd86763 · outbound

This paper cites GPT-4 Technical Report.

Observing Micromotives and Macrobehavior of Large Language Models GPT-4 Technical Report

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T18:24:05.942447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:24:05.942447Z digest=sha256:bf547af8899c7a0547adf7ec6e8d751780a016b20e532984878c3f58c290af12

Observation d199a50a-d2d0-445d-aa86-c0afd29563d8 · outbound

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

Observing Micromotives and Macrobehavior of Large Language Models Training language models to follow instructions with human feedback

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T18:24:05.947839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:24:05.947839Z digest=sha256:b6a74192e7f1ebd38e3365a6cc04aa240f68abf57d749b9156b1c768a5b59268

Observation 07ebfae3-2587-4c3e-857e-bafdfb39302a · outbound

This paper cites Schelling.

Observing Micromotives and Macrobehavior of Large Language Models Schelling

Reference 9

Resolution
verified exact
raw_fallback, observed 2026-08-11T18:24:06.170071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T18:24:05.953562Z digest=sha256:895e4abb3c39394e57091ce0779eada8c7c97883314bfb5a3d3541fbf0da4867

Observation bb5a1458-c5b7-4ccb-a6f9-eb13156946ce · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Observing Micromotives and Macrobehavior of Large Language Models Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T18:24:05.958359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:24:05.958359Z digest=sha256:d4a9af930e780ff181ebd7d8867c436ddf7a4c464316ed5c91a4b7c0d7c3df3b

Observation 301f25d2-6024-434b-b9f5-333edcb7e9e3 · outbound

This paper cites SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales.

Observing Micromotives and Macrobehavior of Large Language Models SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T18:24:05.964253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:24:05.964253Z digest=sha256:d2c983cf13fa541f489ff42f0d2365ad0c6fe308c5f4a0a99b2fd4b1d7070647

Observation 134c482e-363e-42b2-87eb-29ec0e08765c · outbound

This paper cites Qwen2 Technical Report.

Observing Micromotives and Macrobehavior of Large Language Models Qwen2 Technical Report

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T18:24:05.969464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:24:05.969464Z digest=sha256:cae157bc717da81b512dcbc30620b661cb2087e434d00c945a7d4aae79d5fe52

Observation a1a05b0e-089a-48f7-bfea-065855aa3f04 · outbound

This paper cites CORGI-PM: A Chinese Corpus For Gender Bias Probing and Mitigation.

Observing Micromotives and Macrobehavior of Large Language Models CORGI-PM: A Chinese Corpus For Gender Bias Probing and Mitigation

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T18:24:05.976166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:24:05.976166Z digest=sha256:44dd6da4dda0579f501f16f31b0402bed7e2f9b4820ca2e03384146f0f40e129

Observation 8856b602-8ee2-4cb0-9932-312bbddc852d · outbound

This paper cites SafetyBench: Evaluating the Safety of Large Language Models.

Observing Micromotives and Macrobehavior of Large Language Models SafetyBench: Evaluating the Safety of Large Language Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T18:24:05.980853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:24:05.980853Z digest=sha256:9e910437e7f09d58b822763e896b723aeb7bd3592ad00d7ee9f73f998e163244

Pith citing papers

Observation 415412d1-e1eb-4cd3-bc88-ca934809f68b · inbound

LLM-Based Social Simulations Require a Boundary cites this paper.

LLM-Based Social Simulations Require a Boundary Observing Micromotives and Macrobehavior of Large Language Models

Reference 2023

Resolution
verified exact
local_arxiv, observed 2026-08-15T18:28:07.290726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:28:06.018127Z digest=sha256:82ec662afc0685bd62c483bdad3c98bbe08520758f5a48f63a153484e1dc830c