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Paper Citation Record · LEDGER

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval

As of 23 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2506.08074.

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

pith.paper-citation-record.v1
2506.08074 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:26:56.553407Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-30T11:11:59.850803Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

  • verified exact4
  • verified fuzzy1
  • unresolved17
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 612989aa-4db0-407e-8295-24597d87a681 · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:26:57.198269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T05:26:56.438774Z digest=sha256:8d000a50a12eca2c8a2e10d9917ec538ae5cd769033a4391859d842978a880b7

Observation 8ec8bb37-03ce-4e10-920b-c45564a9e550 · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:26:57.182706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T05:26:56.444219Z digest=sha256:5ecb88d5459325ba3fd31efc95db51a7bd76214adeff866a95212914c6ffd4d4

Observation 98ec5e55-b2aa-4f03-b29a-36e6f3f1669f · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 3

Resolution
verified exact
doi, observed 2026-08-07T05:26:56.805520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T05:26:56.449369Z digest=sha256:5c87c380715c9fd68b3e3878bd93e31882cfb65edf138e256ed19df07de0a051

Observation ff388b30-de8d-4358-836d-a64069d7118c · outbound

This paper cites Neural Machine Translation by Jointly Learning to Align and Translate.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Neural Machine Translation by Jointly Learning to Align and Translate

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T05:26:56.454384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:26:56.454384Z digest=sha256:d49bb6d4ea631576a2890835408e7f20f0ce9ebc46f4607517b60cadd79d51f2

Observation c736f63b-cc6b-4c44-a1f1-6329804d40cc · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T05:26:56.460144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:26:56.460144Z digest=sha256:d0e48fba1fd50eeefa67e2ea3e48dd6ceda709e018b4305468407c8a7f419dfe

Observation 8a73c091-0b6d-4173-8c60-f9f195138425 · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:26:57.168340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T05:26:56.464945Z digest=sha256:dc8ab50538e4d0509e0b9b21e564e20991215ca60c78ae235a40f9d349304fa3

Observation 15438faf-1fa5-47b1-8778-02af4139cb70 · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T05:26:56.471600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:26:56.471600Z digest=sha256:c9e5e4c12348e342eb8f913a935bad1f3189a2434f1c31730d7b30ba891b7a1a

Observation e2ae1de7-446f-4701-8333-b6dc73c8db49 · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:26:57.154167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T05:26:56.476295Z digest=sha256:60fa305116c29f257e08f9ef5f5ddf94c79f827f39c31e6e3a344fe1688784b1

Observation 4239fef3-a95e-4ba0-9df7-3ac60b3a0138 · outbound

This paper cites Cover and P.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Cover and P

Reference 9

Resolution
malformed identifier
no resolver link, observed 2026-08-07T05:26:56.480780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:26:56.480780Z digest=sha256:175c683469db043274826d9b5e1baa65a28724da7e0304b1c7563be596116fa4

Observation 87c4ef1d-c959-43ab-ae98-35362a26cfe8 · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 10

Resolution
verified exact
doi, observed 2026-08-07T05:26:56.780310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T05:26:56.485480Z digest=sha256:1a335a3a139a939538bfe755d454bf951741d23766012b6d82e8b13e6944d8ef

Observation fc82131f-83a5-499f-8249-ef3a9e17cd26 · outbound

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

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T05:26:56.490350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:26:56.490350Z digest=sha256:43eb9d12331da6a6751b26a16755f826b598b8130bc78e4eef802e9270836178

Observation 62a00dd1-deca-4c32-bd31-444232a66a75 · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 12

Resolution
verified exact
doi, observed 2026-08-07T05:26:56.764773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T05:26:56.495654Z digest=sha256:a8f12bbcc002a084343bdf8480089c59f4183ebf895e602c88f3a293e812f953

Observation 26f4f289-dea5-4c70-9720-32e5807fd777 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T05:26:56.500520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:26:56.500520Z digest=sha256:6f337fd916970a433236b097395e1ff40e8a0ee2d4a50d804b5806eefcc6ec13

Observation d6ca5c87-0806-4f22-9b41-634a4266ac0f · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:26:57.139838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T05:26:56.505567Z digest=sha256:10ea47320164b81806d352480c6897ce3a4fb7b7fd256a362791fbe8d4b3cbaf

Observation 7352a678-df97-4628-b6f3-dbe128f5566d · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:26:57.124723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T05:26:56.515768Z digest=sha256:93d4b28f2e66e876842a31c5c6057b0dc7e4ccc6c013fd6082bc08e438ecd62a

Observation 73ba6d22-2db3-4887-b6e7-f3d8ccf2b562 · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T05:26:56.520238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:26:56.520238Z digest=sha256:cee27020783244c81f0bc47837ba85a66c5f007c1ef597498e1624577dc70204

Observation c87b6d62-bed7-49da-b9c6-974a3383c1eb · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T05:26:56.524952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:26:56.524952Z digest=sha256:746a47a658bd11f838701316afaf816bd43e186c982600a905301334820cca84

Observation d510a655-c7af-450f-8e67-2b22a5b94cbc · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 18

Resolution
verified exact
doi, observed 2026-08-07T05:26:56.725152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T05:26:56.529767Z digest=sha256:afcba08435efcdb4c1d4f24d28e919a255faa6e98a24e8e512991e46266be3f9

Observation 42a886a5-3dcb-4a7e-838a-0d67064f60ff · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T05:26:56.534255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:26:56.534255Z digest=sha256:a8bada242865651179beccb41cde0a49b003046648ef1add7e969b443fe75a57

Observation 62ce5420-5525-405b-811e-cbe1e1c249b2 · outbound

This paper cites Sparck Jones.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Sparck Jones

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T05:26:56.538844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:26:56.538844Z digest=sha256:21055e582ff0de925dbd71f06d6a143c4259fae6dc799d43668f7ee599df42cb

Observation 28e75c29-11fa-450c-ab3f-599d27369538 · outbound

This paper cites MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T05:26:56.543590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:26:56.543590Z digest=sha256:c3aff51b1e4c38bcdc249b792d49400ecbb740284d2c729dfce5a5c9f614619d

Observation fe9da1c1-4c88-452c-9a8e-860745f29fe5 · outbound

This paper cites an unresolved cited work.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T05:26:56.548698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:26:56.548698Z digest=sha256:c912189cb41d9a310a4a034a70337a5c3547c3d072edb4ed134cd4058fab8bf3

Observation e2ab09ce-b3c9-4df3-86ce-277771b9fd79 · outbound

This paper cites Cohen, Ruslan Salakhutdinov, and Christopher D.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Cohen, Ruslan Salakhutdinov, and Christopher D

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:26:57.099805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T05:26:56.553407Z digest=sha256:18569d962ccd0a7ec9cff50b676625fd51bbf0b2162d1a53421fd897c7dd5472

Observation c6934ea6-3eaa-44d4-9c16-937c51e96f60 · outbound

This paper cites Graph Attention with Hierarchies for Multi-hop Question Answering.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval Graph Attention with Hierarchies for Multi-hop Question Answering

Reference 2023

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T05:26:56.889454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T05:26:56.510386Z digest=sha256:17cf9c08ace50506838f10369eda94a5406eb2dbf6d090b4683f6200eda5982d

Pith citing papers

Observation 1cc0b0fc-eed1-482e-bf3a-6eadab5154fc · inbound

KAMR: Grounding Generation via Knowledge-Aligned Multi-hop Retrieval cites this paper.

KAMR: Grounding Generation via Knowledge-Aligned Multi-hop Retrieval Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval

Reference 86

Resolution
unresolved
no resolver link, observed 2026-07-30T11:11:59.850803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T11:11:59.850803Z digest=sha256:6c092a157203d8779b8a657522d68f24981cafa50bcafad3b160ae264d931ed7