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Paper Citation Record · LEDGER

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation

As of 11 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 3 inbound Pith citation observations for arXiv:2412.20995.

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

pith.paper-citation-record.v1
2412.20995 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:21:34.305702Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:13:08.662723Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T13:34:53.182293Z

Reference resolution

55 of 55 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved54
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 323f3d49-0ab2-48bc-b1c8-d1d09cb0333a · outbound

This paper cites GPT-4 Technical Report.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation GPT-4 Technical Report

Reference 1

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unresolved
no resolver link, observed 2026-08-10T23:21:34.069276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.069276Z digest=sha256:d65841a433d41a15263f12360bece9f815d67b80b65b4dc40c3fcf5ec7c60b95

Observation cd6a3a5c-7f66-40f9-a918-321cfdee5a54 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 2

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unresolved
raw_fallback, observed 2026-08-10T23:21:34.952002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-10T23:21:34.073893Z digest=sha256:75866bf3fd0ba09fd573dae5ea0fa195e61d5940515a616f08d983ac26b8853e

Observation da079a48-89f7-463e-ac48-f145311bcef6 · outbound

This paper cites Qwen Technical Report.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Qwen Technical Report

Reference 3

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no resolver link, observed 2026-08-10T23:21:34.079403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.079403Z digest=sha256:c5019c4d0f7db591c4e8d6a3ba5f7a7c72f46300badd87aa023ada62209c7f85

Observation e6109449-bce9-433e-8284-fac7d223caa6 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 4

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no resolver link, observed 2026-08-10T23:21:34.084612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.084612Z digest=sha256:86acb3589803f59ac318b103ecc88926022c0df915f6665e0e19b4a38c4a84fe

Observation a5e470db-05fc-49d0-b6c5-916690be5c86 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 5

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no resolver link, observed 2026-08-10T23:21:34.090446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.090446Z digest=sha256:6e7309a1c5fc853f5f46238a5581fae7e4804ae171506bcd52c70bf4477346e6

Observation 76e94528-86ea-407a-8cd6-723e24e7afa7 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T23:21:34.095834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.095834Z digest=sha256:b43c8a8ed2c8928c850da3c38700957d8e2218366bd860475247b3719eb3cc92

Observation 6a760bdd-d7df-4ece-81b1-fd0c5ecf2a04 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 7

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no resolver link, observed 2026-08-10T23:21:34.100446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.100446Z digest=sha256:06e3b01004ff43901ce7f8891356e526151434d6aaf64f15077ea11958d85038

Observation 68025ea8-adfe-450d-a06f-624196aeda14 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 8

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no resolver link, observed 2026-08-10T23:21:34.105388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.105388Z digest=sha256:3cace6a4a6a0e79ab06d1df0272539c935552d209016abd0320e59818a29cf4d

Observation 147682c2-6f30-455c-b99c-69acc19ba495 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:21:34.910593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-10T23:21:34.109046Z digest=sha256:9b66ddb1512b01a1e38b6c77a23d442fed485d0480bb323c04bec8414ae92b6e

Observation 3c957811-a83f-4cbf-9012-ba08c24d8918 · outbound

This paper cites Rethinking with Retrieval: Faithful Large Language Model Inference.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Rethinking with Retrieval: Faithful Large Language Model Inference

Reference 10

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no resolver link, observed 2026-08-10T23:21:34.113062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.113062Z digest=sha256:9b0c20b8c0047b98cf7ad1423ebb826b458f0b5ff0e13b1f4e07322dc2841b1d

Observation 862b4d37-1384-49f8-be82-00b6cd63f84f · outbound

This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 11

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no resolver link, observed 2026-08-10T23:21:34.117890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.117890Z digest=sha256:f263d99110756633492a4073da8988cb26bd5b87580293c37a4b6bce6c28f097

Observation 8bef1c7a-1491-4836-9335-9d9c0b9f9321 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 12

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unresolved
raw_fallback, observed 2026-08-10T23:21:34.899116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-10T23:21:34.122424Z digest=sha256:dd01458683a673c7fdb2d5298286599d2ab594d6bd3a30374b359b8dbae24855

Observation d3c3480a-b513-4766-a785-071495b01cec · outbound

This paper cites StructGPT: A General Framework for Large Language Model to Reason over Structured Data.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation StructGPT: A General Framework for Large Language Model to Reason over Structured Data

Reference 13

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no resolver link, observed 2026-08-10T23:21:34.126523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.126523Z digest=sha256:4079598f81706527cf33cef5101c1ed4e91e0820f60f6bf274a105668ce48c21

Observation 68ad85b9-7f66-442a-84cb-8499dc5d183f · outbound

This paper cites UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph

Reference 14

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no resolver link, observed 2026-08-10T23:21:34.130779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.130779Z digest=sha256:8975e9919b6ee9ab36ef847b9c38388a442fe50192bf10063eb7509af851960d

Observation 7b5786cb-c662-4c46-90d3-77b278035325 · outbound

This paper cites Design of Chain-of-Thought in Math Problem Solving.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Design of Chain-of-Thought in Math Problem Solving

Reference 15

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verified exact
local_arxiv, observed 2026-08-10T23:21:34.650923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-10T23:21:34.134770Z digest=sha256:7b6fca35d6651514b72f413658f48546e76d812aebbcd6577c6676dad8fb9ed8

Observation 44d4cb77-eedc-4a0b-a158-c7915465ffb2 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 16

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no resolver link, observed 2026-08-10T23:21:34.139074Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.139074Z digest=sha256:0e1ad2ea4de15bdd31705ad3af690acf457afb615d8cb59bf797101c924e026d

Observation 77c95cfe-7b2c-45dd-8483-0e63ff80c207 · outbound

This paper cites Scaling Laws for Neural Language Models.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Scaling Laws for Neural Language Models

Reference 17

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no resolver link, observed 2026-08-10T23:21:34.143049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.143049Z digest=sha256:a1b2a7ffc6cef2634a5de1cc6f434f38f4ee4555ec07e57a681ae52777c4f165

Observation f6a34cb1-df80-4651-8d3b-8a68cba0fe3c · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 18

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no resolver link, observed 2026-08-10T23:21:34.147177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.147177Z digest=sha256:df0445a5090d24a5cffa31e6ef1dea7d58b241f833bc03d1312d96256ea6ac06

Observation 6df84ae3-9ce1-457f-9922-e432d2b0f9a5 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 19

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no resolver link, observed 2026-08-10T23:21:34.151644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.151644Z digest=sha256:2d1b9175ada78c31f2f37d442989d22053317fd52653ee5429903abb867beb9e

Observation 6d3e3c05-7d6e-4625-bdfe-919f08303fec · outbound

This paper cites Graph Reasoning for Question Answering with Triplet Retrieval.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Graph Reasoning for Question Answering with Triplet Retrieval

Reference 20

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no resolver link, observed 2026-08-10T23:21:34.156586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.156586Z digest=sha256:c193e3a445dc6a1a2aa10b8a5d16e091205b417fe4fcaa019213971e8e626612

Observation 506f0e95-281b-4c67-9273-148e74ec7727 · outbound

This paper cites TREA: Tree-Structure Reasoning Schema for Conversational Recommendation.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation TREA: Tree-Structure Reasoning Schema for Conversational Recommendation

Reference 21

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unresolved
no resolver link, observed 2026-08-10T23:21:34.160596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.160596Z digest=sha256:745a6620e2786c5162f54208fe03a9dab78de34c70d1c8eb52eb6c75873af9a2

Observation e7fe0ff1-d495-4a55-a868-5799ae833d00 · outbound

This paper cites Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources

Reference 22

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no resolver link, observed 2026-08-10T23:21:34.164811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.164811Z digest=sha256:5901ab3af88ab01c3038f6dfdd5084938bdaece7c58eb0060a006ab62ff7c325

Observation abaa1d19-e4ea-45a5-bec3-6deb94c9e754 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 23

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no resolver link, observed 2026-08-10T23:21:34.169025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.169025Z digest=sha256:4b17fcaae41d6371af1203bd0d4a8107d9325e46477afab88e7eb9f476213695

Observation ec4759cb-79c8-4270-ac88-13240b6440e3 · outbound

This paper cites Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning

Reference 24

Resolution
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no resolver link, observed 2026-08-10T23:21:34.173440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.173440Z digest=sha256:678d060809a055fd79a67b95a778d16e73f29f69346758ffcc9498c93d36cc29

Observation e4af515e-eb7c-4a7f-9223-850bddd8febc · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 25

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unresolved
no resolver link, observed 2026-08-10T23:21:34.177665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.177665Z digest=sha256:7f6fc0428698f0bb4918d9a6fab1e11dbacacea2a796a63de60e508c6caa5d66

Observation 8d003ee7-f1c4-40f2-b081-e32cc4e4c450 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:21:34.861308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-10T23:21:34.182524Z digest=sha256:6715d2bce6aa8d0033215898040d46caf2fed1515c0b9fe520be0fe2dc73deee

Observation 91444267-0094-481b-916d-ae48980899ae · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:21:34.847904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-10T23:21:34.187814Z digest=sha256:a2c55efda94ca834b67076b3f44c2e4333f3883b6b9f1b8aeb0521681cdfe25b

Observation 56018381-c9d3-4976-863c-2596ab776df5 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 28

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no resolver link, observed 2026-08-10T23:21:34.191571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.191571Z digest=sha256:d91c78e4b7732cea0b02547d96df9c7752775640c53e38a86e14df7da2cdd62e

Observation d7a1d3e7-6f22-4004-9fd5-ee6b4d44e81c · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 29

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unresolved
no resolver link, observed 2026-08-10T23:21:34.196189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.196189Z digest=sha256:3f9cfd851c9364723f0dc39aa73f6490050eb6c4f6508c89e98948d8647cb2b3

Observation dcc1933e-4902-4267-8950-0806ad56d274 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 30

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unresolved
raw_fallback, observed 2026-08-10T23:21:34.827216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-10T23:21:34.201290Z digest=sha256:b71d808eedc7158f7563f8c7ddbf70c75da1a7ab056b7260d7066864d35a30a9

Observation 717e16dd-2e88-492b-acb3-9e95a08bfd54 · outbound

This paper cites Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text

Reference 31

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no resolver link, observed 2026-08-10T23:21:34.205069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.205069Z digest=sha256:b95110d12dff5f961b6231abb13679450dca91920fd0c264ad7393305c279aa4

Observation 4f0ca265-ccbb-4e40-a316-b86c6658606c · outbound

This paper cites Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph

Reference 32

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unresolved
no resolver link, observed 2026-08-10T23:21:34.209168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.209168Z digest=sha256:149222aca12d7bb8f3ddbe9b0876baf0d7e52b40ab49f1b62e5b0959b1a70bce

Observation 96f3b198-1ce0-4c63-ab6d-316357db99ad · outbound

This paper cites The Web as a Knowledge-base for Answering Complex Questions.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation The Web as a Knowledge-base for Answering Complex Questions

Reference 33

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no resolver link, observed 2026-08-10T23:21:34.213436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.213436Z digest=sha256:57a75dfcfd38991883641eab8ace1893f37b8a3a53f36b03769e23dceb3e1182

Observation 6db315c8-0af3-4b1d-93f3-529e1cc7a7f3 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 34

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unresolved
no resolver link, observed 2026-08-10T23:21:34.217992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.217992Z digest=sha256:4a8ca46b3e62e13d63f7a7d3928936f450d6c566de0e0078b2f49502de807294

Observation a357edb4-21f9-4157-a952-667f18aecb82 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation LLaMA: Open and Efficient Foundation Language Models

Reference 35

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no resolver link, observed 2026-08-10T23:21:34.223592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.223592Z digest=sha256:2f85ef37f2abeb112c683f1fee558106cab805c1c0dfa829ea9315c27647189f

Observation a64adfbf-345a-4c28-8b9c-e98b5e115869 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 36

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no resolver link, observed 2026-08-10T23:21:34.227576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6b8e48d7-1d41-4d36-84da-e4b86f4041ec · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 37

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Observation 4c75b650-5150-484f-833f-3bcc5392d7cc · outbound

This paper cites Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering

Reference 38

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Observation 5d933784-a992-44d1-bbae-fa8f72b054b4 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 39

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Observation 6857b157-369e-4820-922f-e6ed29c49ef6 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 40

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Observation e80af26e-7d64-44e6-b171-b826f5736477 · outbound

This paper cites Large Language Models are Better Reasoners with Self-Verification.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Large Language Models are Better Reasoners with Self-Verification

Reference 41

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Observation 40df40d9-b2c1-4986-809f-14b01829d0ca · outbound

This paper cites Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models

Reference 42

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Observation c96a5465-f82d-46fb-9b74-dd5dd489a732 · outbound

This paper cites Large Language Models for Generative Information Extraction: A Survey.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Large Language Models for Generative Information Extraction: A Survey

Reference 43

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Observation 98378a3d-830a-4c67-98ef-6842c26a449e · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 44

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no resolver link, observed 2026-08-10T23:21:34.260674Z

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Observation 41bc333f-7734-4ac9-8abe-3e648ac00122 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 45

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no resolver link, observed 2026-08-10T23:21:34.264446Z

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source=arxiv_source observed=2026-08-10T23:21:34.264446Z digest=sha256:d75e29da38ac9b82a81798ccc251983c43285e64cd5f521af6708d5fbd51cb40

Observation 09c50d0e-eb6a-4555-94c7-839e2c3f578d · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 46

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raw_fallback, observed 2026-08-10T23:21:34.782323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation e5b0d183-9e77-4fb9-9d64-86be36f6ca24 · outbound

This paper cites KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering

Reference 47

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Observation c12b0ddc-189d-4d1e-88f2-c46b460f533a · outbound

This paper cites Knowledge Graph Enhanced Large Language Model Editing.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Knowledge Graph Enhanced Large Language Model Editing

Reference 48

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no resolver link, observed 2026-08-10T23:21:34.276281Z

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Unavailable: canonical work link unavailable.

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Observation 055d1fae-6cb9-4565-a92c-961701233dce · outbound

This paper cites Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 49

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no resolver link, observed 2026-08-10T23:21:34.280058Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.280058Z digest=sha256:4d7dd9739473f78bae59e8b3adabe9f9686dce554b4e1df7cdee35d3e15bb54e

Observation 5ef2c646-1122-478a-a347-01ac9f382c7a · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Automatic Chain of Thought Prompting in Large Language Models

Reference 50

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.283980Z digest=sha256:e44e9675a9f953000ecdb0ca50a127d199941c96e9c12cdc1c15870bed78744a

Observation 75129fd8-25c3-49f8-b022-40a828126374 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 51

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raw_fallback, observed 2026-08-10T23:21:34.770124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 7330dd15-cfe5-4725-a411-02717288f8d8 · outbound

This paper cites Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic

Reference 52

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no resolver link, observed 2026-08-10T23:21:34.292416Z

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Unavailable: canonical work link unavailable.

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Observation 7aa09449-3517-42cb-9418-f558e7cad1a4 · outbound

This paper cites an unresolved cited work.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Unresolved cited work

Reference 53

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raw_fallback, observed 2026-08-10T23:21:34.757465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 77e60126-bdc7-4d8a-a78a-33a6238661a3 · outbound

This paper cites online" 'onlinestring :=.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation online" 'onlinestring :=

Reference 54

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unresolved
no resolver link, observed 2026-08-10T23:21:34.300901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 296c4a97-3a71-4f44-8229-20aaa31a7ece · outbound

This paper cites write newline.

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation write newline

Reference 55

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no resolver link, observed 2026-08-10T23:21:34.305702Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:21:34.305702Z digest=sha256:31f0994db6ef8644a34cd51df530d816494296d518771e53c67ec29a18d517bd

Pith citing papers

Observation eaec61d6-1d0f-46a3-98ab-27af44397d12 · inbound

Advancing Multi-Agent RAG Systems with Minimalist Reinforcement Learning cites this paper.

Advancing Multi-Agent RAG Systems with Minimalist Reinforcement Learning KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation

Reference 18

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verified exact
arxiv_id, observed 2026-05-22T13:34:53.184917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 9c186a7d-061a-4933-a179-7156e81cae56 · inbound

Learning from Diverse Reasoning Paths with Routing and Collaboration cites this paper.

Learning from Diverse Reasoning Paths with Routing and Collaboration KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation

Reference 2024

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no resolver link, observed 2026-08-05T17:13:08.662723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ee97bf96-560c-4c0d-ad83-11dc46f0401f · inbound

TRACE: An Experiential Framework for Coherent Multi-hop Knowledge Graph Question Answering cites this paper.

TRACE: An Experiential Framework for Coherent Multi-hop Knowledge Graph Question Answering KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-11T10:51:03.073649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T15:17:59.538800Z digest=sha256:afd645aa46148a346a0f99554ed64ca25f140d732f60052b126588dbb278ba7e