Paper Citation Record · LEDGER

Predictability and Surprise in Large Generative Models

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2202.07785.

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

pith.paper-citation-record.v1
2202.07785 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:43:58.694251Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

23
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e0263ff9-b00f-4ffa-8683-8d7859ca9bd6 · inbound

Scaling Laws and Interpretability of Learning from Repeated Data cites this paper.

Scaling Laws and Interpretability of Learning from Repeated Data Predictability and Surprise in Large Generative Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-17T15:52:40.408240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0137f471-9dea-4caa-abac-40e00a09c203 · inbound

Emergent Abilities of Large Language Models cites this paper.

Emergent Abilities of Large Language Models Predictability and Surprise in Large Generative Models

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:38:38.320008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b8078295-1f9f-4b4d-98c2-450eeb8e9b06 · inbound

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

Language Models (Mostly) Know What They Know Predictability and Surprise in Large Generative Models

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-10T15:42:47.408298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1293880e-a33c-4cfe-95f8-e5bce8f26bce · inbound

Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned cites this paper.

Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Predictability and Surprise in Large Generative Models

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-12T01:38:08.494401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 80c6ee95-4c36-4f9a-8763-3005d8ca255d · inbound

The Falcon Series of Open Language Models cites this paper.

The Falcon Series of Open Language Models Predictability and Surprise in Large Generative Models

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T09:46:09.885048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4321e283-7fc7-452f-92ba-fb3e7899ae79 · inbound

Automated Extraction of Acronym-Expansion Pairs from Scientific Papers cites this paper.

Automated Extraction of Acronym-Expansion Pairs from Scientific Papers Predictability and Surprise in Large Generative Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T04:43:58.694251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bcede3f-8071-4eaf-a6de-c8b9701bae44 · inbound

Verifying International Agreements on AI: Six Layers of Verification for Rules on Large-Scale AI Development and Deployment cites this paper.

Verifying International Agreements on AI: Six Layers of Verification for Rules on Large-Scale AI Development and Deployment Predictability and Surprise in Large Generative Models

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T15:25:53.591576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbb2d31e-819d-4527-85be-b99fa9871a36 · inbound

Understanding the Mechanism of Altruism in Large Language Models cites this paper.

Understanding the Mechanism of Altruism in Large Language Models Predictability and Surprise in Large Generative Models

Reference 79

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T13:31:02.364368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 296a9cf8-c4c8-4ed6-b2e8-585eb3837f07 · inbound

Artificial Jagged Intelligence as Uneven Optimization Energy Allocation Capability Concentration, Redistribution, and Optimization Governance cites this paper.

Artificial Jagged Intelligence as Uneven Optimization Energy Allocation Capability Concentration, Redistribution, and Optimization Governance Predictability and Surprise in Large Generative Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:01:09.070814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 037babd9-acd0-4ebb-8e0e-a2b526739ab7 · inbound

Beyond Pairs: Your Language Model is Secretly Optimizing a Preference Graph cites this paper.

Beyond Pairs: Your Language Model is Secretly Optimizing a Preference Graph Predictability and Surprise in Large Generative Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:30:58.515188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e36236b2-2401-4264-873c-9318020092c7 · inbound

Emergent Semantic Role Understanding in Language Models cites this paper.

Emergent Semantic Role Understanding in Language Models Predictability and Surprise in Large Generative Models

Reference 49

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T07:46:26.306195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.