Pith. sign in

Paper Citation Record · LEDGER

Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2503.08688.

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

pith.paper-citation-record.v1
2503.08688 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:42:53.396614Z

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

4
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 fbc7fb6c-82c5-4947-9fe1-ad301e4f2e05 · inbound

Adultification Bias in LLMs and Text-to-Image Models cites this paper.

Adultification Bias in LLMs and Text-to-Image Models Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.396614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.396614Z digest=sha256:1bed234cf8be9ba1f092177fba9e994461facfdeec832d99adf6a64f47760020

Observation 48e2cf53-cfd9-4d9a-af41-51f75728cbe4 · inbound

An Economy of AI Agents cites this paper.

An Economy of AI Agents Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-05T12:57:28.047494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T12:57:28.047494Z digest=sha256:793ff03c69ee00f5a9a45d0c3f5482bc5164db15fa947fe073c3194bf5258392

Observation 81f0eb71-b5ce-4d41-a68e-539ad617d647 · inbound

Metaphors We Compute By: A Computational Audit of Cultural Translation vs. Thinking in LLMs cites this paper.

Metaphors We Compute By: A Computational Audit of Cultural Translation vs. Thinking in LLMs Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-10T23:30:48.880202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T19:07:57.798085Z digest=sha256:37d2bbba8bbb592789a748d023015ef06276c2a65e4d9f11c61a95d5a74ed6d1

Observation 11090db4-210e-43c0-9f5c-27144dcf5bc2 · inbound

Measuring Opinion Bias and Sycophancy via LLM-based Persuasion cites this paper.

Measuring Opinion Bias and Sycophancy via LLM-based Persuasion Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs

Reference 8

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T14:26:04.286340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-09T21:48:37.940162Z digest=sha256:1916658d86cdf7c79811876fd01f03cccb36f356639f9cadf8a4347ba50d4889

Observation d8ccb698-ce8d-4ebc-9972-5a38cc600bc3 · inbound

Probing Persona-Dependent Preferences in Language Models cites this paper.

Probing Persona-Dependent Preferences in Language Models Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-20T21:49:05.167022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T21:48:31.336745Z digest=sha256:86a85c474a6fdfd3a95149d67be4ad12ac97528c5c3d2d01005a9f0b0bc1f53f

Observation 96870aac-8857-4617-836c-f1ed945f644b · inbound

Rethinking Psychometric Evaluation of LLMs: When and Why Self-Reports Predict Behavior cites this paper.

Rethinking Psychometric Evaluation of LLMs: When and Why Self-Reports Predict Behavior Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T11:18:03.733845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T09:36:36.821058Z digest=sha256:8d2afee26347889be13f64e4d7f855f554e89066c3fc11d87fb887b58da9b2d3

Observation ad55a98a-131b-47ef-8ed7-46b4eec3ba18 · inbound

Auditing LLM-Governed Social Robots with Culture-Specific Moral Gradients cites this paper.

Auditing LLM-Governed Social Robots with Culture-Specific Moral Gradients Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-06-30T11:14:36.792436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T11:13:36.521513Z digest=sha256:e5b9367f69bb2a944dbb7a3d3ca68dd971a012cc3753ace145dc61a53dc49629