Paper Citation Record · LEDGER

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design

As of 20 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2505.05298.

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

pith.paper-citation-record.v1
2505.05298 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:09:59.639283Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T13:45:13.963439Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T13:48:19.791086Z

Reference resolution

47 of 47 outbound references displayed

verified exact9
verified fuzzy3
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 37c2bf84-bca3-439d-997d-e128d1c8d761 · outbound

This paper cites online" 'onlinestring :=.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.448126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f31a4746-58d3-4cf1-b6fe-0fcb1e8bf57c · outbound

This paper cites write newline.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.453880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 932caf7a-84c3-494f-9a26-fec4b7d4774e · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.458955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cf0fc58-7b71-4c3c-9716-5d91810e08c8 · outbound

This paper cites Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.463996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d19d3608-bf51-4ae3-846c-359738946976 · outbound

This paper cites Large Language Models are as persuasive as humans, but how? About the cognitive effort and moral-emotional language of LLM arguments.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Large Language Models are as persuasive as humans, but how? About the cognitive effort and moral-emotional language of LLM arguments

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.469696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba98c509-8309-45ca-9142-1df0c3b796fb · outbound

This paper cites Costello, Gordon Pennycook, and David G.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Costello, Gordon Pennycook, and David G

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.474052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d07b8d17-26f5-45fa-823f-30c434faf925 · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:10:00.554871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8df54550-3ec4-4154-a55e-f2533b1e8778 · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-15T23:09:59.785310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3204f564-62ef-4fe3-8c6b-0f7c567b50d4 · outbound

This paper cites Tenenbaum, and Igor Mordatch.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Tenenbaum, and Igor Mordatch

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:00.542139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation de359382-3f04-4f64-99ec-52de27433f79 · outbound

This paper cites Cognitive Bias in Decision-Making with LLMs.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Cognitive Bias in Decision-Making with LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.490384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2db9ac10-b2b1-4e5a-8829-3da4f99af1ab · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:10:00.531179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 94499a93-1670-4a3e-a161-f9cfedfd4b1c · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:10:00.521418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d791789b-97aa-4e27-bad1-f80fcaa1fa51 · outbound

This paper cites Argumentative Large Language Models for Explainable and Contestable Claim Verification.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Argumentative Large Language Models for Explainable and Contestable Claim Verification

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.503134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbd032f1-54f8-4d6a-84b0-8c2f5d5dde93 · outbound

This paper cites Gallegos, Ryan A.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Gallegos, Ryan A

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.507257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c57c4506-250a-40f5-b146-a313139e2a52 · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.511418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eebc5b9f-29c0-4879-a0e1-a7128acb7149 · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:10:00.512131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d7b60e57-5b4c-4b09-a844-a9113955f17b · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:10:00.501488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 00fa2b44-782e-4b3d-b977-bea69e895c8d · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:10:00.489945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 714e6505-66fc-4473-ad1b-985bf6c28c88 · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.527578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66b73c7a-858e-489f-9195-335f24ef1656 · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:10:00.478935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f28a5c77-315f-4dcc-a04f-61456e2b8a65 · outbound

This paper cites Jones, Sai Krishna Revanth Vuruma, Vishal Pallagani, Bharath C Muppasani, and Biplav Srivastava.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Jones, Sai Krishna Revanth Vuruma, Vishal Pallagani, Bharath C Muppasani, and Biplav Srivastava

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.536100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 994bfc28-0c0b-4762-aa87-976969f0cdbc · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:10:00.468341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 96b3ec78-10af-4ab5-8378-630822ac840c · outbound

This paper cites Larson, Christine Moser, Arran Caza, Katrin Muehlfeld, and Laura A Colombo.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Larson, Christine Moser, Arran Caza, Katrin Muehlfeld, and Laura A Colombo

Reference 23

Resolution: verified exact; raw_fallback, observed 2026-08-15T23:10:00.130671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 17d83803-132b-467d-96ad-d10b6fab8ca8 · outbound

This paper cites Evaluating the Robustness of Analogical Reasoning in Large Language Models.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Evaluating the Robustness of Analogical Reasoning in Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.546494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e36ec612-1da9-4e50-a7b7-917c873e6c4f · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:10:00.457257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6dec5fdd-7ac0-4f3f-8a1b-3aef268e5791 · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.553970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37034b00-7767-4332-a50a-d22eb8d9b916 · outbound

This paper cites Implicit Bias in LLMs: A Survey.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Implicit Bias in LLMs: A Survey

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.558064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e71647b1-b795-4a74-938d-9d2df9ef0c96 · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.562907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a44984e-2c4e-47bd-95b6-7af77ce5e3e3 · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.566562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb3a0cab-18fd-4c1c-9a4e-6b853b6c04b9 · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:10:00.446061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 64094e06-e5e5-460b-8039-487ca5a58a45 · outbound

This paper cites Piantadosi and Felix Hill.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Piantadosi and Felix Hill

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:00.435113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 272b2629-5f89-4838-b0be-a747bae640b4 · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:10:00.423491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 57872643-0113-4d5a-9437-86e0def264b0 · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.583419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7171ff1a-0f07-4559-96fa-217445fae76f · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 34

Resolution: verified exact; doi, observed 2026-08-15T23:09:59.755016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e4bdb5bb-f352-4407-b6ba-980121967144 · outbound

This paper cites Pan, and Nadin Kokciyan.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Pan, and Nadin Kokciyan

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.590645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02cb9fc3-a268-4e79-9091-202ad93cd1b4 · outbound

This paper cites Sheth and Michael R.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Sheth and Michael R

Reference 36

Resolution: verified exact; doi, observed 2026-08-15T23:09:59.735893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 66332f78-b467-4e99-a19d-0bbf55ad374f · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.598795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75bf7239-aa4c-4343-a05c-79927a647ea3 · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 38

Resolution: verified exact; doi, observed 2026-08-15T23:09:59.719199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5845013a-6453-4147-a279-7d436b75ecaf · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 39

Resolution: verified exact; doi, observed 2026-08-15T23:09:59.708266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 67b9c0de-f96f-4a8b-993f-e19eddae7a61 · outbound

This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Multi-Agent Collaboration Mechanisms: A Survey of LLMs

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.611682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c7b51a9-be76-4474-baa8-5b4ea3d9649b · outbound

This paper cites van Eemeren.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design van Eemeren

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:00.412272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6e3e7ce6-24b4-4ef9-809a-71e6890bb9a3 · outbound

This paper cites van Eemeren and Rob Grootendorst.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design van Eemeren and Rob Grootendorst

Reference 42

Resolution: verified exact; doi, observed 2026-08-15T23:09:59.696445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4dd06827-8fb6-436f-a6cb-ab1edcf7c80f · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 43

Resolution: verified exact; doi, observed 2026-08-15T23:09:59.684545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1415f5df-2d0e-41c1-84f0-14134f21644c · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:10:00.399798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2527e7f4-f6fc-4d1b-add8-12b884f06f00 · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 45

Resolution: verified exact; raw_fallback, observed 2026-08-15T23:09:59.854228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 685372ad-21ab-4920-bf1f-f12e41cf704e · outbound

This paper cites Holyoak, and Hongjing Lu.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Holyoak, and Hongjing Lu

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.635056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7383d4f4-9293-47dc-8237-bc6812f4e4fb · outbound

This paper cites an unresolved cited work.

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T23:09:59.639283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 04256cea-9c66-457d-be65-75fef0e8daa5 · inbound

Towards Robust Argumentative Essay Understanding via TIDE: An Interactive Framework with Trial and Debate cites this paper.

Towards Robust Argumentative Essay Understanding via TIDE: An Interactive Framework with Trial and Debate Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design

Reference 86

Resolution: verified exact; arxiv_id, observed 2026-07-28T01:21:31.982072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.