Paper Citation Record · LEDGER

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths

As of 7 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2506.02481.

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

pith.paper-citation-record.v1
2506.02481 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:26:43.303245Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T19:06:34.234520Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy5
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8ea938e-b4e9-4171-9168-e7a8a57835a5 · outbound

This paper cites • Nodes are connected with directed edges, where an edge represents how one node supports another.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths • Nodes are connected with directed edges, where an edge represents how one node supports another

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:44.902807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0dec00d9-4a78-4b9b-9c15-917138e7af20 · outbound

This paper cites • This path determines the specificity of the argument.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths • This path determines the specificity of the argument

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:44.780157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2a27571f-ebc7-4342-b0c2-664694d35878 · outbound

This paper cites ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:41.643545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 184d8f41-045e-4d9d-870e-08a89fd0baff · outbound

This paper cites argument.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths argument

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:41.766945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6830d05-8e27-4c2d-a192-ad124d0e6879 · outbound

This paper cites The steps for assigning the score are provided below:.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths The steps for assigning the score are provided below:

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:43.995949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 69d51ed5-3031-4a0c-b018-10ab5ab46493 · outbound

This paper cites • 2: Somewhat detailed but still broad.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths • 2: Somewhat detailed but still broad

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:44.620086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 93e06e8f-531e-49f4-a240-457e0acb7d64 · outbound

This paper cites an unresolved cited work.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:44.411078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4e35f406-fabc-4ee8-a988-0d301ac736ab · outbound

This paper cites an unresolved cited work.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:44.310326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ecc1e84f-0906-469f-bac2-e0967e0d4c22 · outbound

This paper cites an unresolved cited work.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:44.198309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 295fb48b-879a-42ea-9d69-d11705f57128 · outbound

This paper cites an unresolved cited work.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:44.073232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0d2835ff-aa29-4e1b-9546-4b8603f2275d · outbound

This paper cites an unresolved cited work.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:43.895589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 102ca81b-2945-4fa2-9155-93f80731cd9f · outbound

This paper cites an unresolved cited work.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:43.796827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e6ff2d76-3c58-4826-a68d-1375c7188531 · outbound

This paper cites an unresolved cited work.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:43.679895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f040dfc0-a653-44a4-99ed-9122dbc84958 · outbound

This paper cites score": [1-5],.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths score": [1-5],

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:43.571755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 820d869c-d013-450f-a9ae-bc769c36629a · outbound

This paper cites Large Language Models as Superpositions of Cultural Perspectives.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths Large Language Models as Superpositions of Cultural Perspectives

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:41.447321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f641038b-bc05-48e4-920b-1a6ed3b1aed2 · outbound

This paper cites Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models.

Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:41.544550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f4259f17-696b-4723-b429-3dc9672654f9 · inbound

Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility cites this paper.

Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T19:06:34.234520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.