Pith. sign in

Paper Citation Record · LEDGER

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

As of 14 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 2026-08-14T06:32:32.682623+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
unresolved
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=sha256:8dbf65d214ccd9f3bdd25330bd4559918f87126d0d15af0778254f8c61dc3414

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

Resolution
unresolved
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:b2e70c32bcaa9d6ab3676c67884ca011caaeec2de4c50b68d29a4e0a3b4e95de

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

Resolution
unresolved
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=sha256:8562df6a81fe6f2d3caca6314dde0fc9d06ae327d210e0cecfd52661c1087f49

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

Resolution
unresolved
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:dca318bd298051512ec6eda8a87b6960369f62b53c2ad7335ab9d96dd41b488b

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
unresolved
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:a9ce2141cfb51a9036b9422e0a2501e8277c38ddd6fd7fd74523dd5a5d3d23f3

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

Resolution
unresolved
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=sha256:0ef5952ce1468e7736c88df329d4918a543d81a72801616ca6801122f66bc7ef

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

Resolution
unresolved
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=sha256:104c5433738a27769ca1ddb18ac475472885848c752e88ce4c5baae1606c181d

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

Resolution
unresolved
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:f645766c2c5d146181ecdfb72c1614fd0761c44b9a415dfb9031ad801e246630

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
unresolved
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:ab7ee193c0a8e2b5966efdb0424f0c831f207bd4795dee6897fa791107bfb187

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
unresolved
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=sha256:423e1cfd5613cf34697073cb0ff9b5738de4856f53710f94f2b56d5d19a811a4

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
unresolved
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=sha256:64ec410192b6b9afe8c4d4575a865abdbe62aeebdec497261e4cd03574d6d9ba

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=sha256:83454e29252cecc6e027ec4e545ff83c459ab5e19fcd40dd87d9ac519fac5003

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

Resolution
unresolved
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=sha256:9c68727b7aad5d74307f0a73692f303fd15ab5d670d2f99be44b92d9630474b4

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
unresolved
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:f7f8f88ed96008b851b926b95e872a515aec1257cf4b30784353454b61a7c05b

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:f6d4cb9f326ce6fba46c38375a3d04217462f599b8feac733fd51b209f9429a3

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

Resolution
unresolved
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=sha256:703a3ba2d2150a1c32eb0bc48cb8fbce3a9ab12248ca37a0df1415251119ac45

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

Resolution
unresolved
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=sha256:35620b665570b90f4b1b5bc48ed2583be7ef19df4765091add77e7928969f9b0

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

Resolution
unresolved
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=sha256:5880e56239fef27e69000aaf7aa7899618e586422f0f90fe6974276367ff609b

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

Resolution
unresolved
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=sha256:5842927971f12ac3deaebea2409b24902f85d0057772731eceae247bbf6e05a8

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

Resolution
unresolved
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=sha256:951528f5020269668dbb9ec029b192fbffaeb37c38d053fe2aff012664b4cc12

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

Resolution
unresolved
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=sha256:45e93f30663a4aaf016ece81f6d4cecc0b38f7a9bb6bfc9bd19d9a5a8de8f85f

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

Resolution
unresolved
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=sha256:30e907cbf32fce9d1be3aa9ffdaaa767031a5dc9ad6c616296324d6e7fdf4e83

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
unresolved
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=sha256:7aaecbc752a9bc02d36d02bb4170ec2919ad293cb8e4f1ed1298d11601c7ac3c

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

Resolution
unresolved
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=sha256:8c2efed40df89b76acf6675039099956394c923950bc2769a8e678a85e33e22b

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

Resolution
unresolved
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:dbe1c090fe77fad90e19f2534ba93f8e8465fb17d4e21a9925b4acce4a84849b

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
unresolved
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=sha256:9eae549393002a7faa6276b4123b2a3e903557e43fdfca5f65e073e6ea4a9f25

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

Resolution
unresolved
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:a15b5d43039d4a56a0c1d6c9928d8cadf1f6e880e4747861e2b37bc8c77fe0df

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

Resolution
unresolved
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=sha256:1e20c90d8939f170fcbd6ce7a47b8326b1abd44749272707428bb00231f0ed0a

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

Resolution
unresolved
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:a5b7216efa2b96cb4823e19bb65fd2c5dacd79eca947cf2c727289c2e0ca05e3

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

Resolution
unresolved
no resolver link, observed 2026-07-31T23:56:30.289193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:30.289193Z digest=sha256:bfb980e8288789292448382817047f88a56a23ec880210adfe6e7396a5641a83

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

Resolution
unresolved
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=sha256:91445d98a78a4b0f3d601f90639aea34cda307101d1717d65e694195f18e2242

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

Resolution
unresolved
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=sha256:9798b2bb7518414ed6225a631fe7dbf70e90d683a2a884ad08ee3eaaf1ad7636

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

Resolution
unresolved
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=sha256:788d50e61ffd0ac0f509847a621e852ca11140523922067aeb9c4e3a0f67aa59

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

Resolution
unresolved
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=sha256:6ebfe038e87ff903cb9d5573b587447d336af83d1bd9a9dbc6580343dd33feee

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

Resolution
unresolved
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:a1f1c549a25a4b65587ba5efb9bdf0b098e4ed2980b318260748a75abb4f495b

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

Resolution
unresolved
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=sha256:9127f67103aad1a689579e174563f960b968a77dd35b4a5b48cfe6872d96d379

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

Resolution
unresolved
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:aa9281a634829df0a0088934242a1a7592a3708d4168779b5ac1499c6cf9f578

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

Resolution
unresolved
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=sha256:11c5efaa611677a75266bd265bd12a2222af63b639618ca5bd7b14f124b50e1d

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

Resolution
unresolved
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:dc5d537abbc202f3b8fdd692408c9e2c90dc9799ed454138a397b8ca3d4523b0

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

Resolution
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:b1a8e07cc5bdc7391e91f06b32ff9d7c246b56c7b7613fa95f028580e4571320

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

Resolution
unresolved
no resolver link, observed 2026-07-31T23:56:31.739347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:31.739347Z digest=sha256:31fa6af088724bd34c5e90f57b25dab48c6070e3624ef2f626e44d5ed809b41a

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

Resolution
unresolved
no resolver link, observed 2026-07-31T23:56:31.875669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:31.875669Z digest=sha256:1d3ab650c562b5c9067185a8694b00dd52271da4a96cb73ea1966c633c5981c8

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:32.050976Z digest=sha256:6ea6091230d72609a10cd08dc100d41f4034657b35fb5a13be697969a9280275

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:32.184753Z digest=sha256:0f9f2f4c7f41b7997c0d5c73be608e4cfdcb1cec4df20790e76222e9f3a25fef

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:32.352479Z digest=sha256:7302150860a0583e9b09a40178d70e2ac679cf9e36affc7a22370066a60ecfd8

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

Resolution
unresolved
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=sha256:779da1422589223c15179ec2736c28fffe9bba08e27c880e34ee656877c558d0

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:32.648566Z digest=sha256:ee701c728a72d6411953c6351f0829bac4e564c37d4076f4bd51a5c192210bde

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:32.810673Z digest=sha256:eed52b83668b35e228e1e955a8aa2d48b0c16f99ef0464fd27b89a55d8bb7e48

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

Resolution
unresolved
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=sha256:9cb12db203a09d0a13e889d287d84c88abbeab91acbe16899f82e3e6da653f3f

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

Resolution
unresolved
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=sha256:282c4880110c038e5c61920354c60c048642904329fd00517605f1e2bab63e6b

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:33.098318Z digest=sha256:6a7377d1a8000c659db14cd90669a46424bfc4309a3bd21c9b63219a695d7917

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:56:33.157779Z digest=sha256:800ff94e46864a90f8dc3b62abbf83bc2913b49956499967fc1a1826679999b7

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

Resolution
unresolved
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=sha256:38902816ae4eb8c260ab6d55aee71b46356eb9e7579342e8e90f563b77a207e4

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

Resolution
unresolved
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=sha256:45e5ff5f67fb8985fab72f0a0e4c8f72d70179e11de337c7c790ef99ae1aae6b

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

Resolution
unresolved
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=sha256:722b8cb7ae77eafa9e4b045fa6d8cc8c9a8d61f4718db5f489c45bb223d1c54a

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

Resolution
unresolved
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=sha256:4a56e130499528814ab9fe7084989400fac52925fd566f906bd41be29fbdc97b

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

Resolution
unresolved
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=sha256:79ac85aada55a18ee1f4ff19e430a18352870d2099418c2873c1e321e71347ed

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

Resolution
unresolved
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=sha256:92057573c72e7e5d2fcb841333a939d0449cfda28ec7347beb6d728e771f088c

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

Resolution
unresolved
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=sha256:250b5e3b8e5b48610c2cf28f0a6c1c027a3157c542efa298f80d39726d56394d

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

Resolution
unresolved
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:ec74338f3a6b33b599be4c9f130632c11200d1bf878ccc59f4e1243de279edb5

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

Resolution
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=sha256:7cfc2bf270204b91fcb1650985f47c1212cc177a654c8ada6a5214fc8d1d8d4b

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

Resolution
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=sha256:6369e4bd69526058f08acf5480cf403652060769a0dac8f135f63220b79f6d3b

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

Resolution
unresolved
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=sha256:84da6ac4475d6edfd7e034fe69dd7a691fb0ddc9cb7919f9118159cb8aba3684

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:e60152f9075bf1624b0384a0b7c783bf8c11f63225493a539f9af1262e80bc1d

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=sha256:885b7425d11a5e4abe0c4f2be5e2c4d4e8ce2f3b531defdc1b72f8b35a081814

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=sha256:12c38c84c398be3e5126afd26c2df6a5f49fd651b1265e2c3a6bc736f68429e3

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:a96c43ea59f2d5081ddbc1edce35527681d6f3f41c7876c25ad3c7b4033b96cd

Pith citing papers

No inbound Pith citation observations are available.