Paper Citation Record · LEDGER

Sycophancy as compositions of Atomic Psychometric Traits

As of 22 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2508.19316.

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

pith.paper-citation-record.v1
2508.19316 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:06:50.604093Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T06:15:41.652901Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

29 of 29 outbound references displayed

verified exact10
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 149adbb9-3dcf-4bf4-a673-3eea9892f59d · outbound

This paper cites online" 'onlinestring :=.

Sycophancy as compositions of Atomic Psychometric Traits online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T16:06:50.420752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c147418a-b5d9-42f7-8cf6-3b022fac032f · outbound

This paper cites write newline.

Sycophancy as compositions of Atomic Psychometric Traits write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T16:06:50.426980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6110f216-693f-412d-aedf-5f3830553e0d · outbound

This paper cites an unresolved cited work.

Sycophancy as compositions of Atomic Psychometric Traits Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:06:51.548967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7d140ed7-fc34-4936-b95b-7cd4c474ce2c · outbound

This paper cites Refusal in Language Models Is Mediated by a Single Direction.

Sycophancy as compositions of Atomic Psychometric Traits Refusal in Language Models Is Mediated by a Single Direction

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T16:06:50.443828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f5979b1-77ba-4d3c-a37f-273630a94c69 · outbound

This paper cites an unresolved cited work.

Sycophancy as compositions of Atomic Psychometric Traits Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:06:51.529346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2a00371b-582b-4193-a4f2-123c1a2be338 · outbound

This paper cites an unresolved cited work.

Sycophancy as compositions of Atomic Psychometric Traits Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:06:51.507609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 06235d1d-5e89-4327-bb47-4edd69920745 · outbound

This paper cites Bourdage, Justin Wiltshire, and Kibeom Lee.

Sycophancy as compositions of Atomic Psychometric Traits Bourdage, Justin Wiltshire, and Kibeom Lee

Reference 7

Resolution: verified exact; doi, observed 2026-08-05T16:06:50.762881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4f2b6e02-b825-48bc-bc78-587fdfc3c17b · outbound

This paper cites Persona Vectors: Monitoring and Controlling Character Traits in Language Models.

Sycophancy as compositions of Atomic Psychometric Traits Persona Vectors: Monitoring and Controlling Character Traits in Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T16:06:50.467921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2975dfd-bb1a-4a47-9b8a-472896f4ca88 · outbound

This paper cites ELEPHANT: Measuring and understanding social sycophancy in LLMs.

Sycophancy as compositions of Atomic Psychometric Traits ELEPHANT: Measuring and understanding social sycophancy in LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T16:06:50.477401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c06e59ee-8570-460e-a8ee-2b0cdb6078c6 · outbound

This paper cites an unresolved cited work.

Sycophancy as compositions of Atomic Psychometric Traits Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:06:51.488866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b4513994-92f4-4a71-8526-7d1d0140a149 · outbound

This paper cites de Vries, Ingo Zettler, and Benjamin E.

Sycophancy as compositions of Atomic Psychometric Traits de Vries, Ingo Zettler, and Benjamin E

Reference 11

Resolution: verified exact; doi, observed 2026-08-05T16:06:50.741050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 36fb94b2-73c1-4867-ae29-f72a217ef800 · outbound

This paper cites Dunlop, Kibeom Lee, Michael C.

Sycophancy as compositions of Atomic Psychometric Traits Dunlop, Kibeom Lee, Michael C

Reference 12

Resolution: verified exact; doi, observed 2026-08-05T16:06:50.718642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 68b81bb0-600b-494a-824a-02d94e59dfc1 · outbound

This paper cites The Llama 3 Herd of Models.

Sycophancy as compositions of Atomic Psychometric Traits The Llama 3 Herd of Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T16:06:50.507370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b0a43d3-d0c9-430f-bc76-e142607a134f · outbound

This paper cites Hart, Kathryn Richardson, and Chad J.

Sycophancy as compositions of Atomic Psychometric Traits Hart, Kathryn Richardson, and Chad J

Reference 14

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T16:06:51.337232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1f7c7c33-93b2-4ce2-bc91-5b396e706e32 · outbound

This paper cites an unresolved cited work.

Sycophancy as compositions of Atomic Psychometric Traits Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:06:51.472275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 53f0fcb4-b8de-439b-89e3-9c4ea00c872d · outbound

This paper cites Hilbig, Timo Heydasch, and Ingo Zettler.

Sycophancy as compositions of Atomic Psychometric Traits Hilbig, Timo Heydasch, and Ingo Zettler

Reference 16

Resolution: verified exact; doi, observed 2026-08-05T16:06:50.701893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f340976b-db59-4b06-b092-6726ac7a3139 · outbound

This paper cites Hilbig, Ingo Zettler, Florian Leist, and Timo Heydasch.

Sycophancy as compositions of Atomic Psychometric Traits Hilbig, Ingo Zettler, Florian Leist, and Timo Heydasch

Reference 17

Resolution: verified exact; doi, observed 2026-08-05T16:06:50.685148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation af0e9065-745f-4f4c-89b0-11550d900346 · outbound

This paper cites Law, Joshua S.

Sycophancy as compositions of Atomic Psychometric Traits Law, Joshua S

Reference 18

Resolution: verified exact; raw_fallback, observed 2026-08-05T16:06:51.225803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 65b5b647-cb86-4c79-a331-0e0bf93b18e1 · outbound

This paper cites an unresolved cited work.

Sycophancy as compositions of Atomic Psychometric Traits Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-05T16:06:50.666988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 455b5421-4967-4da7-a050-8753df92a912 · outbound

This paper cites an unresolved cited work.

Sycophancy as compositions of Atomic Psychometric Traits Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:06:51.453832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 396edffa-b3e4-4111-a0c4-066f75f9c391 · outbound

This paper cites Controllable Context Sensitivity and the Knob Behind It.

Sycophancy as compositions of Atomic Psychometric Traits Controllable Context Sensitivity and the Knob Behind It

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-05T16:06:51.096655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9c3580c7-3661-41cd-8324-872abc9cddfa · outbound

This paper cites Steering Llama 2 via Contrastive Activation Addition.

Sycophancy as compositions of Atomic Psychometric Traits Steering Llama 2 via Contrastive Activation Addition

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T16:06:50.566603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1a16657-71a5-4f59-ace9-ca4e0b3ca055 · outbound

This paper cites The Linear Representation Hypothesis and the Geometry of Large Language Models.

Sycophancy as compositions of Atomic Psychometric Traits The Linear Representation Hypothesis and the Geometry of Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T16:06:50.572409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35a03419-915e-4d33-b5d8-0ff1187d4c4c · outbound

This paper cites Bourdage.

Sycophancy as compositions of Atomic Psychometric Traits Bourdage

Reference 24

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-05T16:06:51.029167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 32b354e8-4517-44c0-9f37-143e6d2a171a · outbound

This paper cites Towards Understanding Sycophancy in Language Models.

Sycophancy as compositions of Atomic Psychometric Traits Towards Understanding Sycophancy in Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T16:06:50.583217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9b46736-0e81-4191-b8d5-90b208a43113 · outbound

This paper cites Qwen2 Technical Report.

Sycophancy as compositions of Atomic Psychometric Traits Qwen2 Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T16:06:50.588422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d0eb6f9-9a8a-417b-a060-5fdb6d0f4755 · outbound

This paper cites an unresolved cited work.

Sycophancy as compositions of Atomic Psychometric Traits Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:06:51.432809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e550cae8-8c6b-4efa-86e0-49232e2d0d6f · outbound

This paper cites an unresolved cited work.

Sycophancy as compositions of Atomic Psychometric Traits Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T16:06:50.598966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eec3261b-9725-4fff-8d2d-15c75938adf3 · outbound

This paper cites Hilbig, Morten Moshagen, and Reinout E.

Sycophancy as compositions of Atomic Psychometric Traits Hilbig, Morten Moshagen, and Reinout E

Reference 29

Resolution: verified exact; doi, observed 2026-08-05T16:06:50.648227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 14d43113-024b-4713-8b94-f1b395111dbc · inbound

Resist and Update: Counterfactual Report Coordinates for Incentive-Compatible LLMs cites this paper.

Resist and Update: Counterfactual Report Coordinates for Incentive-Compatible LLMs Sycophancy as compositions of Atomic Psychometric Traits

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T06:15:41.652901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.