Paper Citation Record · LEDGER

BRIDGE: Bundle Recommendation via Instruction-Driven Generation

As of 20 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 4 inbound Pith citation observations for arXiv:2412.18092.

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

pith.paper-citation-record.v1
2412.18092 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:07:10.274939Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:19:29.121937Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T16:11:51.429177Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy2
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb4a1ac9-2c8e-421f-9c4b-bfe8e824d22c · outbound

This paper cites , " * write output.state after.block = add.period write newline.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T05:07:09.004010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12ba5156-b881-451f-8546-20536b24ca22 · outbound

This paper cites write newline.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T05:07:09.034757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d67f1ab4-d4f2-40b1-a610-6463f50d51b8 · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:13.976740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 49d59c0d-4f7f-4632-9076-482fd66edd4b · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:13.854850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2cb6f1c8-a55b-4c39-8f97-79a2fb2416b3 · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:13.737433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b851db52-efe1-42f2-afb3-fbce6de4a860 · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:13.574788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 226c9ecc-6526-4fcc-bb15-98d01ea1d36d · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:13.388140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6633f3ca-b09a-4f34-b3b5-b57b7227d61c · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:13.324751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5d296325-6900-4e76-8dd1-44506a5e1fc2 · outbound

This paper cites M.; Song, Y.; and He, X.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation M.; Song, Y.; and He, X

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:07:13.194757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ce6eb90c-0ddb-4154-b5b1-438e5e680624 · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:13.056722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d2a0a688-755e-4196-b8f6-9a1f4af78ccd · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:12.967991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d1fdd743-1ef5-4aeb-b7ff-2ad7e51cfd38 · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T05:07:09.524764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0aace97-6e38-42f0-b82b-20113dea334a · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:12.755852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 297bd727-57b2-4fbc-8bfb-defbadd5f84e · outbound

This paper cites Adam: A Method for Stochastic Optimization.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Adam: A Method for Stochastic Optimization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T05:07:09.605119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bd4b99f-0961-4e74-84a1-c31bf35661f2 · outbound

This paper cites W.; and Fang, Y.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation W.; and Fang, Y

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:07:12.627848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 915dbb18-3028-4ddf-9972-e0bea41fc112 · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:12.501445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b29f72cf-d6dd-484b-928f-3aa1a1dc89c8 · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:12.375298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5b1add05-4fc9-4425-add4-fbe28165df50 · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:12.244384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ad8cd5d4-116c-47a3-ab02-ff5095e990ec · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:12.154789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d9809208-41cd-4bb2-a6ef-6ebd2c8827af · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:12.004746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f74c3e88-1649-4b44-af04-50d2f8ec6d94 · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:11.864757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 545b54e1-6a93-42ad-8c0e-be473517afda · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:11.764752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ae50e135-95fb-45f1-90a9-0a335067bf59 · outbound

This paper cites Distant Supervision for Relation Extraction beyond the Sentence Boundary.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Distant Supervision for Relation Extraction beyond the Sentence Boundary

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T05:07:09.974914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee61039d-f3a9-4a36-9d7c-ad3a2d1f3438 · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:11.644759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 22224a16-5eeb-42c7-bc94-aaa976b0d03f · outbound

This paper cites BPR: Bayesian Personalized Ranking from Implicit Feedback.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation BPR: Bayesian Personalized Ranking from Implicit Feedback

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T05:07:10.040775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da1639ea-832a-4808-8756-fb9aa725ba5f · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:11.527117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 43186a07-94e7-42de-a869-825b5abb6a65 · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:11.384850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dfccb558-e479-41e3-9214-2cf6e4dcc39d · outbound

This paper cites N.; Kaiser, .; and Polosukhin, I.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation N.; Kaiser, .; and Polosukhin, I

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T05:07:10.141000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 135d110c-6559-41c1-a7b2-970dd1ac5653 · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:11.184758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d947c2c0-fb95-475c-a449-8dc03022ccf3 · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:11.084755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4f99fbbc-a39a-42a9-bb1e-17ef8534893f · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:10.984749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 367e79cd-edd3-421d-9f43-6251415dc7b4 · outbound

This paper cites an unresolved cited work.

BRIDGE: Bundle Recommendation via Instruction-Driven Generation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:07:10.832439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 0eef8728-c8e9-40c6-b80d-2f4fb99f9303 · inbound

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation cites this paper.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation BRIDGE: Bundle Recommendation via Instruction-Driven Generation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T15:32:51.391853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1070cd95-f7d6-4660-b6aa-82ef0480a152 · inbound

A Reproducibility Study of Product-side Fairness in Bundle Recommendation cites this paper.

A Reproducibility Study of Product-side Fairness in Bundle Recommendation BRIDGE: Bundle Recommendation via Instruction-Driven Generation

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:11:51.507125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e59cc243-0d3c-4996-94df-1931366ddf49 · inbound

RaMen: Multi-Strategy Multi-Modal Learning for Bundle Construction cites this paper.

RaMen: Multi-Strategy Multi-Modal Learning for Bundle Construction BRIDGE: Bundle Recommendation via Instruction-Driven Generation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T16:12:15.825170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0b5caad-59e1-4700-bfd4-9320bdfbe093 · inbound

ComboShoppingBench: Evaluating LLM Agents for Budget-Constrained Basket Shopping with Coupons cites this paper.

ComboShoppingBench: Evaluating LLM Agents for Budget-Constrained Basket Shopping with Coupons BRIDGE: Bundle Recommendation via Instruction-Driven Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T20:19:29.121937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.