Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks | Paper Citation Record

Observation e49bc5aa-211c-4f7f-b441-31228fdc7075 · outbound

This paper cites an unresolved cited work.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:24:05.540791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3f77f499-1fbb-4bd2-9442-efb880faa316 · outbound

This paper cites arXiv preprint arXiv:2410.13341.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks arXiv preprint arXiv:2410.13341

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:23:51.247273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2b73356-9bf0-4845-bf90-087e6e8af349 · outbound

This paper cites JuStRank: Benchmarking LLM Judges for System Ranking.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks JuStRank: Benchmarking LLM Judges for System Ranking

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:23:51.306832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc38fd31-2c52-43f1-8486-9e496d0c59b7 · outbound

This paper cites an unresolved cited work.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:24:01.517640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 21675b91-42b0-4346-8d5c-3efa541a0428 · outbound

This paper cites Annotation alignment: Comparing LLM and human annotations of conversational safety.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Annotation alignment: Comparing LLM and human annotations of conversational safety

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:23:51.453586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cffc3f0-5379-4b31-9312-d2577b244163 · outbound

This paper cites What Can We Learn from Collective Human Opinions on Natural Language Inference Data?.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks What Can We Learn from Collective Human Opinions on Natural Language Inference Data?

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T13:23:56.621840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7d507328-e78d-4e2e-a586-1182f6b83ec3 · outbound

This paper cites In The Thirty-eighth Annual Conference on Neural Information Processing Systems.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks In The Thirty-eighth Annual Conference on Neural Information Processing Systems

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:05.737127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cf414de8-f5cb-4774-a741-0368a7daa066 · outbound

This paper cites LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:23:51.716422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c27bcdb-3240-4fa8-9836-28e435a06b05 · outbound

This paper cites Large language models that replace human participants can harmfully misportray and flatten identity groups.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Large language models that replace human participants can harmfully misportray and flatten identity groups

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:23:51.785827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63d4d49b-d07f-41a1-9d27-ce35964f4831 · outbound

This paper cites Characterizing LLM Abstention Behavior in Science QA with Context Perturbations.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Characterizing LLM Abstention Behavior in Science QA with Context Perturbations

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:23:51.792519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e402fa4-2599-4dcc-aea5-eeadf9694d1a · outbound

This paper cites Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:23:51.933537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02c8fd81-3950-4342-8506-651c0e1ea80d · outbound

This paper cites JudgeLM: Fine-tuned Large Language Models are Scalable Judges.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks JudgeLM: Fine-tuned Large Language Models are Scalable Judges

Reference 15

Resolution: malformed identifier; no resolver link, observed 2026-08-07T13:23:52.045926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87fc5299-aab7-4786-aa38-016554b34663 · outbound

This paper cites an unresolved cited work.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:24:05.391789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation edc56f97-4417-4bf0-a00b-c96599f4eb04 · outbound

This paper cites My final verdict is tie : [[ A = B ]].

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks My final verdict is tie : [[ A = B ]]

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:05.196566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4a06cd92-38dd-4fac-a41d-7386c45e40b7 · outbound

This paper cites an unresolved cited work.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:24:04.995415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1305ecb8-7554-400d-b560-1547823314d2 · outbound

This paper cites ’ s e c o n d _ r o u n d _ t h i n k i n g : ’1.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks ’ s e c o n d _ r o u n d _ t h i n k i n g : ’1

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:04.806792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a0b37465-7286-4734-afb6-f3681da22be2 · outbound

This paper cites an unresolved cited work.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:24:04.621820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9ca24958-c0ad-457e-aa0a-f350c2706708 · outbound

This paper cites ’ n th _ r ou n d _t h i nk i n g : ’1.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks ’ n th _ r ou n d _t h i nk i n g : ’1

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:04.183640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 42e71d4d-b094-44eb-a439-1a437add77f7 · outbound

This paper cites an unresolved cited work.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:24:03.920368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e566b718-2988-49ad-b480-50cd2fee701c · outbound

This paper cites < QUESTION >.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks < QUESTION >

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:03.792658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ccec10ec-ea24-471c-bca3-4bdcc3982f97 · outbound

This paper cites an unresolved cited work.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:24:03.652403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a842de72-971a-4ad0-8b95-fa6880ff80a0 · outbound

This paper cites Answer : <A | B | Tie >.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Answer : <A | B | Tie >

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:03.433289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 39271214-bae8-4c91-a5eb-9498da4544c3 · outbound

This paper cites A well - balanced vegetarian diet can provide all necessary nutrients while reducing the intake of saturated fats and cholesterol commonly found in meat.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks A well - balanced vegetarian diet can provide all necessary nutrients while reducing the intake of saturated fats and cholesterol commonly found in meat

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:03.192908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8399c1de-1721-4402-8606-293148468377 · outbound

This paper cites Reducing meat consumption can help mitigate climate change and promote environmental sustainability.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Reducing meat consumption can help mitigate climate change and promote environmental sustainability

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:03.002015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2c489002-c111-475a-8c67-01f63069d7b1 · outbound

This paper cites Arguments against becoming vegetarian :.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks ** Arguments against becoming vegetarian :**

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:02.816187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 44fac053-eb38-498a-83f5-6b7f75137682 · outbound

This paper cites Some people may find it challenging to meet their nutritional needs without animal products.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Some people may find it challenging to meet their nutritional needs without animal products

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:02.614414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 36550dcc-5644-45ba-bb60-eb9f6695c8d0 · outbound

This paper cites For many , meat consumption is an integral part of their culinary heritage and lifestyle , making the transition to vegetarianism difficult.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks For many , meat consumption is an integral part of their culinary heritage and lifestyle , making the transition to vegetarianism difficult

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:02.455890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3536b335-f87a-4f5e-b46b-ee1e6a1b475b · outbound

This paper cites vegetarian diets are healthful, nutritionally adequate, and may provide health benefits in the prevention and treatment of certain diseases.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks vegetarian diets are healthful, nutritionally adequate, and may provide health benefits in the prevention and treatment of certain diseases

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:02.300526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b11f410c-843e-4368-87ea-a4682e031cf7 · outbound

This paper cites an unresolved cited work.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:24:02.105834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7dd14c1b-ade5-4cc1-bdf3-2d9674ee9179 · outbound

This paper cites an unresolved cited work.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:24:01.897132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8bb22c86-493f-4b6e-adb5-8cf49842c860 · outbound

This paper cites Each point is supported with specific data or statements from authoritative sources.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Each point is supported with specific data or statements from authoritative sources

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:01.673493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 48d6d194-dfa2-4ced-83de-382302f83637 · outbound

This paper cites Sustainable.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Sustainable

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:01.371413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9dfead65-7162-449a-ab20-cb0fcb312a9c · outbound

This paper cites - Provides specific health benefits ( lower risks of heart disease , diabetes , and certain cancers ) and environmental impacts (14.5% of human - induced emissions from livestock ).

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks - Provides specific health benefits ( lower risks of heart disease , diabetes , and certain cancers ) and environmental impacts (14.5% of human - induced emissions from livestock )

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:01.136436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c20f00fc-6b09-4b32-8589-d1dc92199e52 · outbound

This paper cites - Points out the cultural and traditional significance of meat , which is a valid consideration in dietary choices.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks - Points out the cultural and traditional significance of meat , which is a valid consideration in dietary choices

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:00.940709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9f60ae74-2164-4b5e-88c2-6d11d1eefe9e · outbound

This paper cites - Debater B acknowledges the benefits but emphasizes potential nutrient deficiencies , which can be mitigated with fortified foods and supplements as Debater A argues.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks - Debater B acknowledges the benefits but emphasizes potential nutrient deficiencies , which can be mitigated with fortified foods and supplements as Debater A argues

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:00.760151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b2f87fa3-98dd-4bee-ad9c-7c36db336010 · outbound

This paper cites Vegetarianism can address these issues.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Vegetarianism can address these issues

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:00.545549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b378906f-d509-4220-9b8e-c8a7e299c426 · outbound

This paper cites Health benefits : Reduced risk of chronic diseases.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Health benefits : Reduced risk of chronic diseases

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:00.387523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6ffaeb5d-981a-4e18-afc1-308754cf88a8 · outbound

This paper cites Studies showing lower rates of heart disease , diabetes , and cancer in vegetarians.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Studies showing lower rates of heart disease , diabetes , and cancer in vegetarians

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:00.159499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 91ea1871-2500-4858-9b4e-48e291a58c30 · outbound

This paper cites A balanced diet , including both plant and animal products , is essential for many individuals.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks A balanced diet , including both plant and animal products , is essential for many individuals

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:23:59.969331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4423ddec-262f-48a9-bc98-7722a7aadc0a · outbound

This paper cites an unresolved cited work.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:23:59.691057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2ddf008e-8663-4a8b-95a9-e2601d2bb7cd · outbound

This paper cites - Improved livestock farming techniques reducing environmental damage.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks - Improved livestock farming techniques reducing environmental damage

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:23:59.474524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f42632c3-3a49-4c05-a400-9fe77f46cbcc · outbound

This paper cites - Overestimating the effectiveness of sustainable livestock farming.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks - Overestimating the effectiveness of sustainable livestock farming

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:23:59.286217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6f4b7293-350d-435d-9155-fd6117ef4874 · outbound

This paper cites - Point out that sustainable livestock farming is not widespread and still poses significant environmental issues.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks - Point out that sustainable livestock farming is not widespread and still poses significant environmental issues

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:23:59.085126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d2ff8f3c-3cb9-4d31-8f87-7d29d66f14b3 · outbound

This paper cites - Data showing the limited impact of sustainable livestock farming.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks - Data showing the limited impact of sustainable livestock farming

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:23:58.896969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2be4732f-8c8d-47e8-bfa0-d334e9b4fac2 · outbound

This paper cites - Environmental impact of livestock farming can be mitigated by sustainable practices.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks - Environmental impact of livestock farming can be mitigated by sustainable practices

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:23:58.639251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d82e4db8-9c56-4cf8-8a04-6e11c52ff28f · outbound

This paper cites - Emphasize the improvements in sustainable farming practices and lower - impact meat alternatives.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks - Emphasize the improvements in sustainable farming practices and lower - impact meat alternatives

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:23:58.481379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c8eca3db-7460-40d3-a814-2ca968ebec09 · outbound

This paper cites - Evidence of sustainable livestock practices.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks - Evidence of sustainable livestock practices

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:23:58.223451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b8d450aa-7c33-4977-af96-c17692594ec7 · outbound

This paper cites - Sustainable livestock practices reduce environmental impact.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks - Sustainable livestock practices reduce environmental impact

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:23:58.035083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a137c67a-4015-4e0a-afb5-51a710f8ce98 · outbound

This paper cites - Sustainable livestock practices are not as effective and widespread as needed.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks - Sustainable livestock practices are not as effective and widespread as needed

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:23:57.816775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e1b2a6a8-833a-4012-82ea-6f80c7c62f57 · outbound

This paper cites - Studies on the actual environmental impact of ‘‘ sustainable ’ ’ livestock practices.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks - Studies on the actual environmental impact of ‘‘ sustainable ’ ’ livestock practices

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:23:57.606934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 404a1f7d-39f5-4a31-bebf-715c691c9046 · outbound

This paper cites an unresolved cited work.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:23:57.413271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 107a26db-ab5f-43f9-9715-1138da8db922 · outbound

This paper cites - Sustainable livestock practices are growing , and innovations are reducing environmental footprints effectively.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks - Sustainable livestock practices are growing , and innovations are reducing environmental footprints effectively

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:23:57.225097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ada4928e-8213-427e-a0c8-3fa78f8c54af · outbound

This paper cites You should always know why you do things.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks You should always know why you do things

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:23:57.002755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fad9e950-0625-4afc-9a8e-724ea7bc4716 · outbound

This paper cites LLM-as-a-Judge & Reward Model: What They Can and Cannot Do.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks LLM-as-a-Judge & Reward Model: What They Can and Cannot Do

Reference 2001

Resolution: unresolved; no resolver link, observed 2026-08-07T13:23:51.778830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a01fedc5-c6b4-4bc9-9208-1279ac3466e3 · outbound

This paper cites Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-07T13:23:51.799718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 487ff4ce-77a9-460c-ae37-99a31a85c4a9 · outbound

This paper cites Human-Centered Design Recommendations for LLM-as-a-Judge.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Human-Centered Design Recommendations for LLM-as-a-Judge

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T13:23:51.588167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b02863d-5263-42b6-8999-d83640697296 · outbound

This paper cites Human and LLM Biases in Hate Speech Annotations: A Socio-Demographic Analysis of Annotators and Targets.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Human and LLM Biases in Hate Speech Annotations: A Socio-Demographic Analysis of Annotators and Targets

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T13:23:51.382539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37ef0adc-7ad1-47a0-a10f-9c515876f026 · outbound

This paper cites Can LLM be a Personalized Judge?.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Can LLM be a Personalized Judge?

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T13:23:51.198521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers