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Paper Citation Record · LEDGER

On the Role of Model Prior in Real-World Inductive Reasoning

As of 13 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2412.13645.

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

pith.paper-citation-record.v1
2412.13645 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:00:01.621585Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

33 of 33 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved33
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b0e03776-780a-4f3e-a2ba-6afac246c039 · outbound

This paper cites ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models.

On the Role of Model Prior in Real-World Inductive Reasoning ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:00:01.526699Z digest=sha256:70f432a287f5b2f81e42395871213adb092aa7413e46dedb85a9752e062b8fdd

Observation 1422ae54-fd68-4d43-b99b-6459c96480c0 · outbound

This paper cites Language Models are Few-Shot Learners.

On the Role of Model Prior in Real-World Inductive Reasoning Language Models are Few-Shot Learners

Reference 2

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source=arxiv_source observed=2026-08-11T13:00:01.530450Z digest=sha256:e4d22b19b2c6ec000001ee5bbdbec33e55db1cdc252c9b64f0b90809dc506704

Observation 1bc8bccd-bd98-44b7-8c9f-e6824a3bb163 · outbound

This paper cites Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs.

On the Role of Model Prior in Real-World Inductive Reasoning Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs

Reference 3

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source=arxiv_source observed=2026-08-11T13:00:01.533897Z digest=sha256:df3b049b41d58179d7ee6fde538579cce87112a0471816860a009e2eab9b8c55

Observation b9b6bcd9-83fc-4163-a99e-3d94c2feb5ab · outbound

This paper cites an unresolved cited work.

On the Role of Model Prior in Real-World Inductive Reasoning Unresolved cited work

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T13:00:01.537441Z digest=sha256:933d1c8efa73a704d2449fcbb8f1da2c4d1d3dd017f303d5089a85791c4f8873

Observation 980e9420-aea6-465f-adcc-716440bbe7c9 · outbound

This paper cites an unresolved cited work.

On the Role of Model Prior in Real-World Inductive Reasoning Unresolved cited work

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T13:00:01.540438Z digest=sha256:df24d119cfdbef501c85df23f7065572104608f8a5d47e5428aa5ee52af3eda7

Observation 935e3f3c-1add-426b-ac28-f6a9fa33d608 · outbound

This paper cites Instruction Induction: From Few Examples to Natural Language Task Descriptions.

On the Role of Model Prior in Real-World Inductive Reasoning Instruction Induction: From Few Examples to Natural Language Task Descriptions

Reference 6

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source=arxiv_source observed=2026-08-11T13:00:01.543389Z digest=sha256:a376bbb48f54e3abfdc32d99684a878b6cb8d40fbdf53612308a68022aa2c86c

Observation ca025fd1-820f-4910-a94f-d9ac351360e8 · outbound

This paper cites an unresolved cited work.

On the Role of Model Prior in Real-World Inductive Reasoning Unresolved cited work

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T13:00:01.546291Z digest=sha256:a8e934377e401d67081a10525d45bf2449c9b3e3e6628e85aafef2f52ec3594d

Observation ad94e5e3-2eed-4d25-8a03-514c8897571a · outbound

This paper cites an unresolved cited work.

On the Role of Model Prior in Real-World Inductive Reasoning Unresolved cited work

Reference 8

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source=arxiv_source observed=2026-08-11T13:00:01.549372Z digest=sha256:7b9c28441637416cdb937e105838ec4af3bb6ba43597376c28e9534ea31120cf

Observation 93666682-d830-44e4-9fe6-d71711554b24 · outbound

This paper cites MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models.

On the Role of Model Prior in Real-World Inductive Reasoning MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models

Reference 9

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source=arxiv_source observed=2026-08-11T13:00:01.552753Z digest=sha256:5255d99811e1f7ad79986f068cbe1683674878d3e53b7f6a35bcf390b6db0f91

Observation 1be42eeb-f10f-44cc-be7d-3c8e9a4e93ea · outbound

This paper cites Evaluating Object Hallucination in Large Vision-Language Models.

On the Role of Model Prior in Real-World Inductive Reasoning Evaluating Object Hallucination in Large Vision-Language Models

Reference 10

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source=arxiv_source observed=2026-08-11T13:00:01.556180Z digest=sha256:c75dc31e36a3159dd6096879756a1061219d254764441ad25d3a79ac26a4d414

Observation adb3d367-640b-46a3-96eb-2a20d384249f · outbound

This paper cites Literature Meets Data: A Synergistic Approach to Hypothesis Generation.

On the Role of Model Prior in Real-World Inductive Reasoning Literature Meets Data: A Synergistic Approach to Hypothesis Generation

Reference 11

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source=arxiv_source observed=2026-08-11T13:00:01.558836Z digest=sha256:02858ef054107a5f02b1cf841d0e33065a9c719868bdb4e0d30e61d217913d7b

Observation d7ee0010-0aae-4fe7-9832-716966451ec8 · outbound

This paper cites Data-driven Discovery with Large Generative Models.

On the Role of Model Prior in Real-World Inductive Reasoning Data-driven Discovery with Large Generative Models

Reference 12

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source=arxiv_source observed=2026-08-11T13:00:01.562190Z digest=sha256:2a8c968c7bad1721dc64367dd2d36dd9b13549639829ac4ddb88874abf97e263

Observation 22dc99d8-7189-4973-aa45-9ca1414a5061 · outbound

This paper cites DiscoveryBench: Towards Data-Driven Discovery with Large Language Models.

On the Role of Model Prior in Real-World Inductive Reasoning DiscoveryBench: Towards Data-Driven Discovery with Large Language Models

Reference 13

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source=arxiv_source observed=2026-08-11T13:00:01.565041Z digest=sha256:0c33e5b4114d3349c76f53014dade40b5f7b1d5551d5ad5abe2e5dc8e3db10c7

Observation 6ff3a397-3971-4c64-a4eb-70a385eeca3b · outbound

This paper cites Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?.

On the Role of Model Prior in Real-World Inductive Reasoning Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?

Reference 14

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source=arxiv_source observed=2026-08-11T13:00:01.568055Z digest=sha256:5fb528d3afcea50136ea9598453846c1bf0f4bb9df2851d991395e70d83d374e

Observation fb5dfac2-443b-417e-9dd1-fd19b758b711 · outbound

This paper cites TopicGPT: A Prompt-based Topic Modeling Framework.

On the Role of Model Prior in Real-World Inductive Reasoning TopicGPT: A Prompt-based Topic Modeling Framework

Reference 15

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Observation 15a3ff73-f903-4d6f-8406-42d66f1e6673 · outbound

This paper cites Six Attributes of Unhealthy Conversation.

On the Role of Model Prior in Real-World Inductive Reasoning Six Attributes of Unhealthy Conversation

Reference 16

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source=arxiv_source observed=2026-08-11T13:00:01.572983Z digest=sha256:77e3713a413fc9e12bbf9a94838b02fa9a84f4b821241c9b4d267ddf47c7c0de

Observation 1cb6804b-2fcd-4ea7-a690-91258a2b1686 · outbound

This paper cites Large Language Models are Zero Shot Hypothesis Proposers.

On the Role of Model Prior in Real-World Inductive Reasoning Large Language Models are Zero Shot Hypothesis Proposers

Reference 17

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source=arxiv_source observed=2026-08-11T13:00:01.574959Z digest=sha256:3d9e6d38c9e08ee7e906bade37ae1a086f9a16fa7fc1bfe02969a029cd0b975b

Observation 5b41be4d-00cc-47e6-afa3-640a2bf77155 · outbound

This paper cites Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement.

On the Role of Model Prior in Real-World Inductive Reasoning Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement

Reference 18

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source=arxiv_source observed=2026-08-11T13:00:01.577241Z digest=sha256:80b47d6adf2d2d85a365d4b71bb2ef984f8cc478aac537e0c9354756db20eba1

Observation d5a0b773-a6f7-4620-bcb0-6c00ee565969 · outbound

This paper cites LLM-SR: Scientific Equation Discovery via Programming with Large Language Models.

On the Role of Model Prior in Real-World Inductive Reasoning LLM-SR: Scientific Equation Discovery via Programming with Large Language Models

Reference 19

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source=arxiv_source observed=2026-08-11T13:00:01.580091Z digest=sha256:2c7fb847e5b924d2321253e3778c589e8c0790827b589a5b1dec3d3d08fdd045

Observation 86efea48-f6b4-427d-b13a-02eff72e4a26 · outbound

This paper cites Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers.

On the Role of Model Prior in Real-World Inductive Reasoning Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Reference 20

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source=arxiv_source observed=2026-08-11T13:00:01.583463Z digest=sha256:5a77f76bd441bcc2fbe791e3ee019c84f2f0aa4586635ba53c6be11c222cf46d

Observation 0ca1ac41-edaf-4dc8-9e13-7b060f29fb38 · outbound

This paper cites an unresolved cited work.

On the Role of Model Prior in Real-World Inductive Reasoning Unresolved cited work

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T13:00:01.586017Z digest=sha256:a7b34d0290c14b414abd4291d64cb180f39f086e5762e3960fc77afe8de660ea

Observation 4691e678-79d0-41d2-873e-af04428fd1a0 · outbound

This paper cites Hypothesis Search: Inductive Reasoning with Language Models.

On the Role of Model Prior in Real-World Inductive Reasoning Hypothesis Search: Inductive Reasoning with Language Models

Reference 22

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source=arxiv_source observed=2026-08-11T13:00:01.589068Z digest=sha256:471ee77fd34a4afae73f727b5a4e41402e8ad2486429c30bb7a030e4811594ac

Observation 31fe83cb-2a36-46bb-aa82-20b309d12b14 · outbound

This paper cites StraGo: Harnessing Strategic Guidance for Prompt Optimization.

On the Role of Model Prior in Real-World Inductive Reasoning StraGo: Harnessing Strategic Guidance for Prompt Optimization

Reference 23

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source=arxiv_source observed=2026-08-11T13:00:01.592740Z digest=sha256:d6252d11e48b3db83ed18552a15544a502150c0dee520b25522fe026e43adcc5

Observation 723e8bdc-20b6-4dce-9f5b-50738937781d · outbound

This paper cites Verbalized Machine Learning: Revisiting Machine Learning with Language Models.

On the Role of Model Prior in Real-World Inductive Reasoning Verbalized Machine Learning: Revisiting Machine Learning with Language Models

Reference 24

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source=arxiv_source observed=2026-08-11T13:00:01.595257Z digest=sha256:b86ff9ead529fd6bfad83fdff6d6f94922dd2ffb230e0c93808c92b8821abcb4

Observation 25e0eeaf-6ee9-4454-8b8b-aa86bd44c4c5 · outbound

This paper cites an unresolved cited work.

On the Role of Model Prior in Real-World Inductive Reasoning Unresolved cited work

Reference 25

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T13:00:01.598292Z digest=sha256:6e91fb5e37a1c1fe5cbbcc769444fe63c78a07416b04c21f5ce596bf7ebf8c13

Observation f4ec283e-657a-43f3-b5b8-5a58990c4a05 · outbound

This paper cites Language Models as Inductive Reasoners.

On the Role of Model Prior in Real-World Inductive Reasoning Language Models as Inductive Reasoners

Reference 26

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source=arxiv_source observed=2026-08-11T13:00:01.600936Z digest=sha256:829015d091957f67ce112012d3d63e235ab7242cb2bf831485b557f598a491d3

Observation 259a37f0-094f-4dca-9673-c6599b5787b1 · outbound

This paper cites Large Language Models for Automated Open-domain Scientific Hypotheses Discovery.

On the Role of Model Prior in Real-World Inductive Reasoning Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

Reference 27

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Observation b35d20e4-0d7d-4e56-9f4a-90576f7c3c89 · outbound

This paper cites an unresolved cited work.

On the Role of Model Prior in Real-World Inductive Reasoning Unresolved cited work

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T13:00:01.606095Z digest=sha256:8a7c4de38b61e32ad7124dbe9453f0a3aa59d1b514584946738fd9de4573f814

Observation 11f63163-9a00-446d-b54f-afc0ac2e370c · outbound

This paper cites an unresolved cited work.

On the Role of Model Prior in Real-World Inductive Reasoning Unresolved cited work

Reference 29

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source=arxiv_source observed=2026-08-11T13:00:01.608748Z digest=sha256:4727305ff413313270c70d10600106e8eb99fb25ea0df5d26483ba4016815b8f

Observation bc844f42-6bd6-4740-8cca-47270ac6e791 · outbound

This paper cites Hypothesis Generation with Large Language Models.

On the Role of Model Prior in Real-World Inductive Reasoning Hypothesis Generation with Large Language Models

Reference 30

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Observation d6ba75c7-269e-4031-b0b4-35eac339df14 · outbound

This paper cites Large Language Models can Learn Rules.

On the Role of Model Prior in Real-World Inductive Reasoning Large Language Models can Learn Rules

Reference 31

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source=arxiv_source observed=2026-08-11T13:00:01.616058Z digest=sha256:45dcebedd0b739ec60a63db9514fc3b07c429daebcb324fcd0fa3630f6fbcd3d

Observation 82016542-df78-42df-9e0a-326fdd5ea56e · outbound

This paper cites URL: " 'urlintro :=.

On the Role of Model Prior in Real-World Inductive Reasoning URL: " 'urlintro :=

Reference 32

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source=arxiv_source observed=2026-08-11T13:00:01.618585Z digest=sha256:7f27a07d7bb0b63995467fd8d2ed5027081b151d717170fa72303cca2e4de00d

Observation 39f3b06f-bdea-4890-a29e-124a4c054f81 · outbound

This paper cites write newline.

On the Role of Model Prior in Real-World Inductive Reasoning write newline

Reference 33

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source=arxiv_source observed=2026-08-11T13:00:01.621585Z digest=sha256:c6e9dd9b228ba5c7e59f3220c99dbd3196b546667a811098fdb2ea58c645c403

Pith citing papers

No inbound Pith citation observations are available.