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Paper Citation Record · LEDGER

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections

As of 18 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2607.25953.

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

pith.paper-citation-record.v1
2607.25953 v2

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T03:29:52.908529Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

22 of 22 outbound references displayed

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  • verified fuzzy0
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f79e73a7-5a64-4e6d-b4f0-cd4df8df48dc · outbound

This paper cites Deutschland soll die Ukraine weiterhin militärisch unterstützen.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections Deutschland soll die Ukraine weiterhin militärisch unterstützen

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.858134Z digest=sha256:4863badce47b7bea09ed7e14d4f700217f79ab67c596736e040f24f7ce46eb14

Observation 4c38ac23-0261-4709-ad6c-20415e12e4f0 · outbound

This paper cites an unresolved cited work.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-04T03:29:52.865806Z digest=sha256:5660a286aa25d5a1d762dad646d31ba2c5e26f57697120338b120c63f4fef5b2

Observation ca53d886-733a-42c9-82e9-e9eacc06a55f · outbound

This paper cites we”, “our.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections we”, “our

Reference 3

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no resolver link, observed 2026-08-04T03:29:52.869694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.869694Z digest=sha256:35f13f472d5b313987ff08b31a7b0f53e265ca1238c6a736aaa15d7b52cca802

Observation 74049c38-91a9-411e-9853-ab352d021238 · outbound

This paper cites AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions

Reference 4

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.835724Z digest=sha256:ab46a7461ae2990d9670b8d35702a2f44c5c3b6bdc1c09a3ecf60bcf6a42a1c9

Observation 21d5476a-d3f3-4033-9995-c256466c9e51 · outbound

This paper cites only if it guarantees no disproportionate burden on the middle class.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections only if it guarantees no disproportionate burden on the middle class

Reference 5

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no resolver link, observed 2026-08-04T03:29:52.889408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.889408Z digest=sha256:5bc0849dbb9e0d52338e20f5208e38f38d3e999831430e37beebbad14bd4e2c8

Observation 2ea60dad-9adf-46ed-b1ae-a557e1d4c5d7 · outbound

This paper cites InAdvances in Neural Information Processing Systems, volume 37, pages 68772–68802.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections InAdvances in Neural Information Processing Systems, volume 37, pages 68772–68802

Reference 6

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no resolver link, observed 2026-08-04T03:29:52.844745Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.844745Z digest=sha256:1109fef890587f5ce3c43f2d3ba8e2c5ae3a6ca3fb5c7e2ce3d41843c5802992

Observation bcbcebc2-c606-46e3-a95b-49aa86b72cf1 · outbound

This paper cites Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

Reference 7

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no resolver link, observed 2026-08-04T03:29:52.849104Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.849104Z digest=sha256:02a4a1ea9a6934311ff30a8d1f9cc58b64577093b1d614e212604acac04d02e3

Observation 3d29f68b-f667-4cb3-b31c-5c7caae92706 · outbound

This paper cites an unresolved cited work.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-04T03:29:52.862194Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.862194Z digest=sha256:8ab6ece41efe8d583af977b07bc9e49ec295a616cc276471ee676ffdb19ab122

Observation 59848e25-c3f3-4cf3-830f-bcb7702bf0d0 · outbound

This paper cites an unresolved cited work.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections Unresolved cited work

Reference 13

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no resolver link, observed 2026-08-04T03:29:52.873853Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.873853Z digest=sha256:412bc4d16e56025690ee3b58478ed21feaed00e861cbe1d616a32aa309f5c6ba

Observation 52abb22c-4ae1-452e-8974-5502055798ea · outbound

This paper cites an unresolved cited work.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections Unresolved cited work

Reference 14

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no resolver link, observed 2026-08-04T03:29:52.878030Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.878030Z digest=sha256:7792fa6a22008b17c1836b9473c4ac6ad215392ea6c1759d08a7da62d71d0664

Observation 41dde3be-afc1-48c4-ad64-f5bcedb34a3a · outbound

This paper cites an unresolved cited work.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-04T03:29:52.881713Z

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source=pdf_text observed=2026-08-04T03:29:52.881713Z digest=sha256:755c7069584a0af159a1ecd4e0a74074da549d088cfc29c04ac45bd6f9ff62e8

Observation 239355ef-4da8-41eb-bde9-cee30fa3b14b · outbound

This paper cites social stability) rather than explicitly stating the party is internally divided.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections social stability) rather than explicitly stating the party is internally divided

Reference 16

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source=pdf_text observed=2026-08-04T03:29:52.885622Z digest=sha256:364128bf82e0618f68602e8f03f0d76d075f80e19233d1f15ce59fc08a3e387b

Observation a46d4d7f-b8c2-4723-91da-1ce2935e3df7 · outbound

This paper cites an unresolved cited work.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections Unresolved cited work

Reference 18

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no resolver link, observed 2026-08-04T03:29:52.893413Z

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source=pdf_text observed=2026-08-04T03:29:52.893413Z digest=sha256:02ba076730cbb1f9766e5e624d7529df5833dbb8d0735fbdff58d8a39526aff4

Observation f60cbeaa-c6ac-49d1-8d3b-8ea4696101d6 · outbound

This paper cites an unresolved cited work.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections Unresolved cited work

Reference 19

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no resolver link, observed 2026-08-04T03:29:52.897109Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.897109Z digest=sha256:27800d15280b109d6682db3b35e9f6636a7cb8fae45c2ac391b7c92267533475

Observation 3939f3e7-99c4-4769-99ff-83a1d61046f3 · outbound

This paper cites an unresolved cited work.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections Unresolved cited work

Reference 20

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no resolver link, observed 2026-08-04T03:29:52.900658Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.900658Z digest=sha256:746ac43d7f778643e3acde0f966cbf736cdfdf6df4828b62d12aef7acfd5861f

Observation b683e149-7e10-425b-822a-dd6d3339c594 · outbound

This paper cites an unresolved cited work.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-04T03:29:52.904775Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.904775Z digest=sha256:29d0c583046f3ba9614df353bbe59799b6d151bb1ab8155ffad4f31f49b60e0a

Observation 1f34287e-3039-420d-913e-4f4e8cb7f0d0 · outbound

This paper cites lost-in-the-middle.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections lost-in-the-middle

Reference 22

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no resolver link, observed 2026-08-04T03:29:52.908529Z

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source=pdf_text observed=2026-08-04T03:29:52.908529Z digest=sha256:a0e56b00ac9cad26e665637e1402d344c9c337fb0a18a9d8c317b673c370ba00

Observation d89a3bcc-cd5a-4f7a-b0e0-b5684c5c71fc · outbound

This paper cites Conversational AI increases political knowledge as effectively as self-directed internet search.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections Conversational AI increases political knowledge as effectively as self-directed internet search

Reference 2021

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no resolver link, observed 2026-08-04T03:29:52.840347Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.840347Z digest=sha256:e21d25f6cc631462884288952b5e7a0a7e9d224acacd73354cdcf324e3e07711

Observation bde702dd-3acb-448b-8f05-6048de2c7090 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 2023

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no resolver link, observed 2026-08-04T03:29:52.831063Z

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source=pdf_text observed=2026-08-04T03:29:52.831063Z digest=sha256:d5d9efd43f062f5598da934a1dbcb7937f2e31058e6c3e3cf960a6aa6a448a26

Observation 5a7eb2f0-2006-4e92-bf6c-6f553caede34 · outbound

This paper cites Neutrally.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections Neutrally

Reference 2024

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.822041Z digest=sha256:48893a40ebdd327b5e149e430adde6ae5eba89540871aa59697175734a3e9902

Observation 25e64b3a-93ca-43f2-a555-7355e16e7f03 · outbound

This paper cites InProceedings of the 63rd Annual Meet- ing of the Association for Computational Linguistics (Volume 1: Long Papers), pages 6559–6607, Vienna, Austria.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections InProceedings of the 63rd Annual Meet- ing of the Association for Computational Linguistics (Volume 1: Long Papers), pages 6559–6607, Vienna, Austria

Reference 2025

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source=pdf_text observed=2026-08-04T03:29:52.826952Z digest=sha256:46acdd507d762b81484c299cc36314cc936158b81cbd0a6d7e303f2fe1d97a0c

Observation 72d39de4-70ab-4834-b5b5-b1f6268580c7 · outbound

This paper cites What is [Party]’s position on rent control?.

Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections What is [Party]’s position on rent control?

Reference 8565

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no resolver link, observed 2026-08-04T03:29:52.853814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T03:29:52.853814Z digest=sha256:e5418a2be891bbad70e5734cc7c01c30ba8fbd68c06ba9b44d8b06b292f19f09

Pith citing papers

No inbound Pith citation observations are available.