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Paper Citation Record · LEDGER

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering

As of 9 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2607.23278.

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

pith.paper-citation-record.v1
2607.23278 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T23:56:34.851178Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

67 of 67 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved64
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff866882-d794-43d8-8891-3ad5d4eabbd3 · outbound

This paper cites In CoT mode, this prompt also decides whether the question is already answerable from memory.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering In CoT mode, this prompt also decides whether the question is already answerable from memory

Reference 1

Resolution
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no resolver link, observed 2026-07-31T23:56:27.108757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:27.108757Z digest=sha256:d1c92ed7df44ab5ba1ac635d251aff880725a923a47aeebb34b3e995a6614a58

Observation 8ce479fb-d738-40e5-bc78-e84eff423e2a · outbound

This paper cites MCTS-KBQA: Monte Carlo Tree Search for Knowledge Base Question Answering.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering MCTS-KBQA: Monte Carlo Tree Search for Knowledge Base Question Answering

Reference 2

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no resolver link, observed 2026-07-31T23:56:26.993377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:26.993377Z digest=sha256:4591d7032fa3d233a9350d453c796bf4aea56a93b00cece8100fe7217754d214

Observation 925f1bbe-e1f6-4122-8daf-2c154d253df6 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 3

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no resolver link, observed 2026-07-31T23:56:27.571148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:27.571148Z digest=sha256:d71fb79525a8c2bceead7ad081998042220283c6497954ec13ddec20a671bb2a

Observation f0b09caf-897d-4dd4-afec-3c8f69ced8d6 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 4

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no resolver link, observed 2026-07-31T23:56:27.303361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:27.303361Z digest=sha256:8aced19e84fed6db871f550e382d26550049e272ba994b0069c62e6f4570c721

Observation 44acb398-7314-4725-a094-2e37cf65e65b · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 5

Resolution
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no resolver link, observed 2026-07-31T23:56:27.445426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:27.445426Z digest=sha256:5ae45fd394854592ad13c20105518af7d4bb7b964133edc57ced7810e3b23310

Observation ff681245-fa11-4063-8415-42dd4c76940e · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 6

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no resolver link, observed 2026-07-31T23:56:28.660679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:28.660679Z digest=sha256:06028ea2b4c11060ed10ba74fd45e7a4ef2d153293f05c41ca7d85623f5fc298

Observation 1b1f3153-5c95-4dd7-ae74-b6305112d2e0 · outbound

This paper cites Oregon Trail/MECC (1971).

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Oregon Trail/MECC (1971)

Reference 7

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no resolver link, observed 2026-07-31T23:56:27.667202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:27.667202Z digest=sha256:323cb053e59d9b29ad91e8bdae1adf28761c4d0fe15f809949f18bae7be9ab8a

Observation f3bebe93-a391-4b72-b532-1eabd09e7316 · outbound

This paper cites Keep at most 3.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Keep at most 3

Reference 8

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no resolver link, observed 2026-07-31T23:56:27.775175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:27.775175Z digest=sha256:c8995478addd3ce2dd18deb32e77c248f9de40cf9198b59cb124c9a605012fc9

Observation c701a916-e404-4fec-ae1b-47185cc5560a · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 9

Resolution
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no resolver link, observed 2026-07-31T23:56:27.886618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:27.886618Z digest=sha256:4c8743377fe1206a1ba4af8933cea5763cf8ea8201c019ddd2734af8c5833299

Observation 2803a4b0-76d3-4cea-b58c-146be18d921f · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 10

Resolution
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no resolver link, observed 2026-07-31T23:56:27.950997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:27.950997Z digest=sha256:b1e428cb21da5f7d5a2a228d227c9d49b0dd3ae35cdb4918ee5766db30067d70

Observation da84435d-cd7c-4754-8979-f3f80af4c0f0 · outbound

This paper cites ## Instructions.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering ## Instructions

Reference 11

Resolution
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no resolver link, observed 2026-07-31T23:56:28.021471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:28.021471Z digest=sha256:71b77b6fd55e5b6186b7599a8abae03f5af9929a102fb42937bb4465564df0a7

Observation 31017247-caf2-49b0-8eeb-c099b9e249b3 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-31T23:56:28.146798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:28.146798Z digest=sha256:fcba2401fe3e6f59927ab6d3b443b6e5b01e0107e6bfe1f9902fc77bbc7013ae

Observation 88d53c78-8bd7-4208-8a12-6239e412de8a · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 13

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no resolver link, observed 2026-07-31T23:56:28.233302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:28.233302Z digest=sha256:9c4019d416dd42e5b8eb60765e581c2bcca94fb3c3d59104f73a0c293d6071fd

Observation bd8975a2-afe5-4444-beab-881482569e0b · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 14

Resolution
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no resolver link, observed 2026-07-31T23:56:28.324515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:28.324515Z digest=sha256:8e4d7c7b983f98cc3a504aaa5ba6e17d536ddbf4351233b2b5c229a967b2e647

Observation 93858d7c-9f6e-44b3-b052-fe29ef5e2dea · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-31T23:56:28.423592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:28.423592Z digest=sha256:032df066e0f50e18c52e27214d072d4b36a07a1c1ff2169e4ea3dbb974a9b848

Observation 2dd9b309-f233-4926-9487-42aeea966d9a · outbound

This paper cites current",.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering current",

Reference 16

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no resolver link, observed 2026-07-31T23:56:28.534544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:28.534544Z digest=sha256:9124abf8aa23639aee435967eb3504141b82d8d74f0f3464ae28660ed7234469

Observation 43fd62b0-7273-4f4d-bf3b-39ca18dc9b57 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 18

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no resolver link, observed 2026-07-31T23:56:28.770073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:28.770073Z digest=sha256:b825bb2ef8d8a721c6255c042ce634e158f707dbba2b6fc4eca5b35b39d34f7d

Observation 0fa87c7f-e352-48cb-b801-af9ae957da2c · outbound

This paper cites Be liberal and inclusive in this initial pass.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Be liberal and inclusive in this initial pass

Reference 19

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no resolver link, observed 2026-07-31T23:56:28.872991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:28.872991Z digest=sha256:5c3d013f41b33f29ba0b541a50cc93b53fa581efa0453743adf2d33711f16455

Observation 62d44f7f-8c5b-4a6f-94d3-6b2d92186f27 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 20

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no resolver link, observed 2026-07-31T23:56:28.964196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:28.964196Z digest=sha256:db945381fb14b4b549b31bd118177abda3330b6eaa9f0c1c6b8ad7bc4170a9a3

Observation 019b9222-2981-4125-8443-a396b1543186 · outbound

This paper cites Add context for clarity but preserve original meaning.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Add context for clarity but preserve original meaning

Reference 21

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no resolver link, observed 2026-07-31T23:56:29.041864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:29.041864Z digest=sha256:d0029c29289cded005c437d9784df6dd0421995e1e60d21b68fd20c9a45f0dec

Observation d19d3df3-5a31-49e9-8717-51b7ab1f83f3 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 22

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no resolver link, observed 2026-07-31T23:56:29.121271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:29.121271Z digest=sha256:fce609a41f68d90aefde43f639c96241399ca6d664b80a308e7f4ee36fff93f2

Observation 9bb3cace-20f9-4988-9938-ccd01d6b7233 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 23

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no resolver link, observed 2026-07-31T23:56:29.242225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:29.242225Z digest=sha256:b3fe8307228c4365791393dd45d452051109b4a8b3839cf5b47162b5956b5ca6

Observation b7dcda7d-af36-4ee9-9b54-3fb40c325196 · outbound

This paper cites Only use your own knowledge when context is absent or clearly incomplete, and explicitly state when doing so.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Only use your own knowledge when context is absent or clearly incomplete, and explicitly state when doing so

Reference 24

Resolution
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no resolver link, observed 2026-07-31T23:56:29.361320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:29.361320Z digest=sha256:08c5fa125e453cfab3ae2062fad72e1498eb1c430c5904b2eebdb753e0461d82

Observation 1a2d8a69-4095-4f13-b5a7-ee37e98a0c74 · outbound

This paper cites State any assumptions clearly.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering State any assumptions clearly

Reference 25

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no resolver link, observed 2026-07-31T23:56:29.424435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:29.424435Z digest=sha256:2d202faa3bcbed63cc885667e564a6fce0e49c1f557735e21e52e5cfb82f3705

Observation aab61698-983f-4df0-8cb7-50fd8bdda5fc · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 26

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no resolver link, observed 2026-07-31T23:56:29.542421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:29.542421Z digest=sha256:78ca7ea07df9548c5ef1747da98179540d9782ae79c9f47782835ab9d9fdf187

Observation e8267088-7b00-46f5-bcb9-2ef8a8f25eba · outbound

This paper cites No pronouns or references to external context.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering No pronouns or references to external context

Reference 27

Resolution
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no resolver link, observed 2026-07-31T23:56:29.714312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:29.714312Z digest=sha256:a3ca931bb50ea673152d36970f36240042ee58e826dca5503b982e5f70606402

Observation 44fd2910-47e9-4e08-96d9-54d9ff41fcc7 · outbound

This paper cites If one item is completely contained in another, remove it.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering If one item is completely contained in another, remove it

Reference 28

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no resolver link, observed 2026-07-31T23:56:29.846337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:29.846337Z digest=sha256:3f9f3d12c382e2af88a132e198d21902961d7f4c0595dff441166fe58df3a356

Observation 0bdcb1ff-07df-427d-bc5b-80e835739773 · outbound

This paper cites Retrieval.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Retrieval

Reference 29

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no resolver link, observed 2026-07-31T23:56:30.012424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:30.012424Z digest=sha256:9c2a3eb9b26f8d3fe14fc92bbbe5aa91c5afa5d24d26c60a4a9398a1fb9af2a1

Observation a59c4e2d-c08a-4854-9552-fc13ab30b570 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 30

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no resolver link, observed 2026-07-31T23:56:30.163174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:30.163174Z digest=sha256:312381e7bb58004fccde8766f809aa1b1c166cd5eef5ee9cb8de0e1b8e4810c8

Observation f3a70c14-f1e7-4900-8386-26be04d9a2f4 · outbound

This paper cites If two [Retrieval] items conflict, keep both and note the conflict.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering If two [Retrieval] items conflict, keep both and note the conflict

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:30.289193Z digest=sha256:edcbc55ab012411bc6e5a75f5a00b6a44369c2582d00937f87024df708c31fa5

Observation c792b9ea-f04d-45a4-83a0-74988387af6d · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 32

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no resolver link, observed 2026-07-31T23:56:30.451095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:30.451095Z digest=sha256:7575576787a70700aac578b0be68be9a01bdf905b226cc59a0079cf452b7ee0c

Observation 998851a2-da9c-4077-a34a-2666fcfed89e · outbound

This paper cites System Prediction.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering System Prediction

Reference 33

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no resolver link, observed 2026-07-31T23:56:30.595397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:30.595397Z digest=sha256:aff31be999c0776cd460c76a124852a72baf0900a1855430639a3fddd7f01aa5

Observation 79fbf47d-f577-4fd1-900b-0b5a8ea0d5f7 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 34

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no resolver link, observed 2026-07-31T23:56:30.718612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:30.718612Z digest=sha256:e1922753e282ed70458c4cadfef8604c523261090b1c1b8085ef8fb0f1dee70a

Observation 1c3f60ee-3970-480d-a82b-92b21f5c45eb · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 35

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no resolver link, observed 2026-07-31T23:56:30.890052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:30.890052Z digest=sha256:1b21a6aaa7bec2f7473f2d1d7e6657ff29485a8dcb32a54383a86990cb23f175

Observation 5cd01c28-0878-4194-88bc-fbcc001a0304 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 36

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no resolver link, observed 2026-07-31T23:56:31.032702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:31.032702Z digest=sha256:fa278de6d6b06708830925e448c191fd842b4bcf3e2ad5718354f26bd49210c6

Observation 514d468f-c4a1-4f30-a87f-ae381811a692 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 37

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no resolver link, observed 2026-07-31T23:56:31.067775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:31.067775Z digest=sha256:d495c6078ed98ef1c1baac041d885ee86aa62ef841b4ea40ec870ce8df7fc971

Observation ec8efccb-7baf-441d-9368-a86498627b19 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 38

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no resolver link, observed 2026-07-31T23:56:31.182863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:31.182863Z digest=sha256:82506b1ca87b34a152617066daef9c6772ed1feacefb6253c1280a383f3d4dbd

Observation 8d568422-92c8-467a-935b-5979045211c6 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 39

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no resolver link, observed 2026-07-31T23:56:31.331638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:31.331638Z digest=sha256:ff1f0feb8d620e56117280f20ebb75c3cadc5c632ba4f114c82bf89127e1fb57

Observation 187a30ff-9512-4fb2-a921-9467567da39a · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 40

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no resolver link, observed 2026-07-31T23:56:31.451638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:31.451638Z digest=sha256:dc627c06386c62a4ee352006d4eb1b50e8dbe9c73c732bf0b03bf427ad708513

Observation dcacd3d8-9d5a-4c91-af52-bec57a718a1b · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 41

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unresolved
no resolver link, observed 2026-07-31T23:56:31.609004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:31.609004Z digest=sha256:a71af1060e03967bead2cd6f388dc1cd48ad62de33d1231024290603d8b9deed

Observation ed7b0ef0-9cd8-4509-982c-294226651ab3 · outbound

This paper cites ## Canonical Relation Direction Always use the ACTIVE form.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering ## Canonical Relation Direction Always use the ACTIVE form

Reference 42

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source=pdf_text observed=2026-07-31T23:56:31.739347Z digest=sha256:145faa224c2e74dc58e4d192236023757af0ac72d8da7665d1d8fb37c9c4fc40

Observation 47c012dd-108a-453f-a4ff-1c67e7bcfb32 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 43

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source=pdf_text observed=2026-07-31T23:56:31.875669Z digest=sha256:0a1e0260c3727289fcae0fead189c58056a320248415ae032b20b103d640b7a2

Observation 43882e36-4f0b-424a-b00c-0c471877b589 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 44

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no resolver link, observed 2026-07-31T23:56:32.050976Z

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source=pdf_text observed=2026-07-31T23:56:32.050976Z digest=sha256:a5a97880a42cb650085d472bd1a852d08a8cf9101cec26ce8e33547fe7306262

Observation 957c560a-01a8-4c72-bed7-735ba4053fc3 · outbound

This paper cites Applied as the LLM stage of the two-stage pruner (cross-encoder reranker followed by this LLM filter).

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Applied as the LLM stage of the two-stage pruner (cross-encoder reranker followed by this LLM filter)

Reference 45

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no resolver link, observed 2026-07-31T23:56:32.184753Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T23:56:32.184753Z digest=sha256:140aa8729e972270654d62d3c0783d2933d571a0534325829d7ca7b4c672955e

Observation 8a7afa86-f77e-40f9-98e0-52576e6ffef6 · outbound

This paper cites What is the capital of France?.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering What is the capital of France?

Reference 46

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no resolver link, observed 2026-07-31T23:56:32.352479Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T23:56:32.352479Z digest=sha256:107ccf3c7c8fb3ab59f83d991564439ec092ba2a20ebc3dc2b205e56a342cc77

Observation 012828de-abda-4ce3-ba11-28dceadb8ab6 · outbound

This paper cites Who is the spouse of the president of France?.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Who is the spouse of the president of France?

Reference 47

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no resolver link, observed 2026-07-31T23:56:32.497118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:32.497118Z digest=sha256:3b512d2dc9451f61b78cc329fcee1a4d2c9606da00af9f007009a4bac9ea9a41

Observation f2f29d83-2a49-4e09-9a44-839717eeeec3 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 48

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no resolver link, observed 2026-07-31T23:56:32.648566Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T23:56:32.648566Z digest=sha256:0e682cef5e2cd8131cf6112377ec1605d2781de93bd498bc2f51cfe7d3d6f502

Observation 770f4af0-fcdf-4fa3-81c7-fe4d161b4011 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 49

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no resolver link, observed 2026-07-31T23:56:32.810673Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T23:56:32.810673Z digest=sha256:362b16121108261c56cb356a939fc098473f680bf8c085d6858fae8e87c817cd

Observation 9bf959aa-f635-4520-b4a0-f94e507dd90b · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 50

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no resolver link, observed 2026-07-31T23:56:32.922387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:32.922387Z digest=sha256:4857b8b0b366c82cc6b2f0831a1c3f0b71f78aa8975f8ddd48bd5430a4fb788d

Observation e1269385-bff9-4d3c-983d-3b723b0ac5b7 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 51

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no resolver link, observed 2026-07-31T23:56:33.028972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:33.028972Z digest=sha256:7d79799e599ccad32a591dce4a852b20581e8b44df53c5a7c4405a210eb7a9d4

Observation ab5c1bc5-0de8-416d-933a-d92a37609e8e · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 52

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no resolver link, observed 2026-07-31T23:56:33.098318Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T23:56:33.098318Z digest=sha256:79562a606618c402f76a396f471db67e1899c78201e3b05255477f1a30f8977b

Observation 4085bc5b-0df9-46ab-b304-596664df74f7 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 53

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no resolver link, observed 2026-07-31T23:56:33.157779Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T23:56:33.157779Z digest=sha256:3681f690dc380e8d72faa5504a78a7d1f77bac9bfd965656a7325a1609abc0b3

Observation a7f6f522-5e2f-44cd-9201-0ea434f2efcd · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 54

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no resolver link, observed 2026-07-31T23:56:33.304620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:33.304620Z digest=sha256:8928db2876e985f56d6f9a9210d078a4decce36e8c0ab4f161cf39c366d67422

Observation fffb3842-cabd-4a2d-ac1e-9fcacd8d4603 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 55

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no resolver link, observed 2026-07-31T23:56:33.430593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:33.430593Z digest=sha256:dbfec248cd931ffaf718b3c8921940660b1a88e6a5b04eb9e9e08e244425756a

Observation 0218a351-502a-4959-a37b-7a55aadf8957 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 56

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no resolver link, observed 2026-07-31T23:56:33.527417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:33.527417Z digest=sha256:429e42df12a08e7ade2a663069312efebba310584a924ce9ac558aa8c9a0a7d0

Observation 3ac9f003-8460-4a32-87a9-04fd7679b907 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 57

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no resolver link, observed 2026-07-31T23:56:33.638064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:33.638064Z digest=sha256:535ed68e484cb996b0399d7dc9c4b02a7313e89db60b9e25e1bc97c9e83d4897

Observation 4ab50a3e-ae53-48ed-999c-f0818d2ffa94 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 58

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no resolver link, observed 2026-07-31T23:56:33.752474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:33.752474Z digest=sha256:dbecc91a82b9cb87b255c6140187b358c6ad09f125337325a081bc87e7e16381

Observation 46cb238c-323a-406d-a802-8a8caea29d6b · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 59

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no resolver link, observed 2026-07-31T23:56:33.856015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:33.856015Z digest=sha256:a721e778911e33caeb77ac68d54fff0da74a861bd9cd8963073966888b6d36c5

Observation 75e45f2b-0926-4e8e-8089-28d0344d42cc · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 60

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no resolver link, observed 2026-07-31T23:56:33.971444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:33.971444Z digest=sha256:36f094934c9bf4934ca96a3b47cc335a15ab6518e8606ad1bcae66e0c06a2fa9

Observation c907d810-b5ac-4fbf-a4e8-dae7ad8cc6d0 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 61

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no resolver link, observed 2026-07-31T23:56:34.075699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:34.075699Z digest=sha256:13074ec202c9f69741c1e7835232d4716e69ae8d4a58fe6a499fc13b16715446

Observation ba2e5751-6a82-47ca-a803-48df766661ea · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 62

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unresolved
no resolver link, observed 2026-07-31T23:56:34.215496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:34.215496Z digest=sha256:d1adee5bbce755c7c7b998b935b1c6b73779dca8aa2d12f08632fcb23cef83aa

Observation 18f73a26-6b9a-484f-9bb9-bd2d050f97d4 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 63

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unresolved
no resolver link, observed 2026-07-31T23:56:34.373921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:34.373921Z digest=sha256:a832e1872794b65e19900e0898cbf41e3ae286125b8728db45d830bff325b722

Observation 73ce79fc-1907-4fe9-bbc2-37eda4b95bc8 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 64

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no resolver link, observed 2026-07-31T23:56:34.505246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:34.505246Z digest=sha256:a1d6782020769a8bb87abbf52fa38c109f019f51f3ca6a7c6a5f35fec545c967

Observation 33280799-ba96-4a00-8489-49c9c4309b1b · outbound

This paper cites Revise if not.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Revise if not

Reference 65

Resolution
malformed identifier
no resolver link, observed 2026-07-31T23:56:34.622359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:34.622359Z digest=sha256:6e08f155140d6580829bbfda86d4a47bf069c86dba0a2da531c882bc65bebfa6

Observation 0de5c168-09fb-41d6-8338-247f7878ca9d · outbound

This paper cites - Otherwise, verify accuracy using your knowledge.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering - Otherwise, verify accuracy using your knowledge

Reference 66

Resolution
malformed identifier
no resolver link, observed 2026-07-31T23:56:34.729739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:34.729739Z digest=sha256:e7b7d4505e79fd0b935a0d5bc222485da8478ff41d2cb6741d04f1a1d40ebcf9

Observation 3b3aa24d-34b1-4ad8-9f31-d83d681eeae8 · outbound

This paper cites ## Output Format Respond with a JSON object with exactly these keys: - rating: number, float from 0.0 to 10.0 - reasoning: string.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering ## Output Format Respond with a JSON object with exactly these keys: - rating: number, float from 0.0 to 10.0 - reasoning: string

Reference 67

Resolution
malformed identifier
no resolver link, observed 2026-07-31T23:56:34.851178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:34.851178Z digest=sha256:543f0d04c29993a9c5ab2caeed44aea4d63ae392b9b780073f9c6bd0a3f13d1b

Observation bc4bb29b-04a4-47d9-a053-a296bcc4a384 · outbound

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

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-07-31T23:56:26.877172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:26.877172Z digest=sha256:0e4ffd4598d36424b7c42330a9c0bfc9eeaafb2a089a939bd939d330193caf92

Pith citing papers

No inbound Pith citation observations are available.