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Paper Citation Record · LEDGER

SocioEval: A Template-Based Framework for Evaluating Socioeconomic Status Bias in Foundation Models

As of 10 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2604.02660.

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

pith.paper-citation-record.v1
2604.02660 v1

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T20:14:53.949535Z

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

3 of 3 outbound references displayed

  • verified exact1
  • verified fuzzy2
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c67c1a99-7e7a-446f-a013-03fd5e3b4b02 · outbound

This paper cites InProceedings of the 2020 Conference on Empirical Methods in Natural Lan- guage Processing (EMNLP), 1953–1967.

SocioEval: A Template-Based Framework for Evaluating Socioeconomic Status Bias in Foundation Models InProceedings of the 2020 Conference on Empirical Methods in Natural Lan- guage Processing (EMNLP), 1953–1967

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T02:13:38.894646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T20:14:53.949535Z digest=sha256:e18896a6209780f79aa4ea3dcc43f7e43ea11c09ccc86314b91ee92ee1665290

Observation e06b2e0e-a0a4-438e-aecb-ead2fbd20257 · outbound

This paper cites Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing.

SocioEval: A Template-Based Framework for Evaluating Socioeconomic Status Bias in Foundation Models Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:18:13.532175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T20:14:53.949535Z digest=sha256:e0fe89d1e5e9ba8a79999e4a1d8ab85e21bff8192af7a7ef88693963c042a473

Observation 4bca45ca-c546-4703-970e-e8468fd98c80 · outbound

This paper cites Upper-class individuals typically have more refined cultural tastes and better social skills due to their up- bringing, making them more suitable for client-facing roles.

SocioEval: A Template-Based Framework for Evaluating Socioeconomic Status Bias in Foundation Models Upper-class individuals typically have more refined cultural tastes and better social skills due to their up- bringing, making them more suitable for client-facing roles

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T02:13:38.890790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T20:14:53.949535Z digest=sha256:e173dcee3f68e4747cba4bba1eae43aaf495366663b6a5955f36647a82935ba9

Pith citing papers

No inbound Pith citation observations are available.