Paper Citation Record · LEDGER

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation

As of 21 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2507.19011.

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

pith.paper-citation-record.v1
2507.19011 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:08:44.747217Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

40 of 40 outbound references displayed

verified exact1
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bfb80eaf-615c-4b72-b768-00668da5cd59 · outbound

This paper cites online" 'onlinestring :=.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:43.719857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1282e241-e067-47f8-b977-bbaf4e139901 · outbound

This paper cites write newline.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:43.797116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46f2d9f1-a8fb-450c-9d5f-8e67caa4c4b3 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:43.853383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9631afe0-f9eb-4cfc-976d-269945ee983a · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:43.859681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b4a9913-9213-4a5f-8a1c-d8617677cc3a · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:46.665717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f9e68199-a7f8-47d8-b864-6a0167c74888 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.008131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71d11855-59cf-484f-89d2-c4e99a3041a4 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.094999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80365740-542f-4053-8bee-bd88a1c40b65 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-15T18:08:44.951027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e49740ee-e425-4460-b2dd-9668d9aca4b6 · outbound

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

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.106109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8354c8e5-24ed-480e-92c6-4280c7ab8b45 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:46.492321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2a389f86-60a3-489a-be89-2a4fbad24aa4 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.116244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52021621-af61-4f16-90c4-ba6b31af66b6 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.122489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41d454fa-3345-49c1-8428-00ed0bad87fa · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:46.326928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 276d0f6d-0cf4-423e-8532-d1a284975f8a · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation LoRA: Low-Rank Adaptation of Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.184171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc7956f6-4dad-4c90-9a45-086457216159 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:46.225879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1905fa93-aac8-43fe-b173-5a1175363073 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:46.116352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4ec455c9-33c3-4650-bc75-7e96b5e1aed4 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.268399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 634579b7-adc6-4a24-bce1-94b3b2b9c136 · outbound

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

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.274040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ec6419d-e88b-4544-a369-0f046e96d7fb · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:46.046169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 192728cc-61df-45f8-8ff6-3c40e627c894 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.358214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19ba1552-34d5-41c0-a605-abcc793e1bdf · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:45.963583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2cccb2c8-daea-4dfd-9930-d49d02ac1724 · outbound

This paper cites RA-DIT: Retrieval-Augmented Dual Instruction Tuning.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation RA-DIT: Retrieval-Augmented Dual Instruction Tuning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.419893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bdf84ba-18e3-482b-9235-47a01dcbafea · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.425510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aba08233-809d-45e4-a351-86e637e29ca3 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:45.899092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 53d40e28-db8d-4562-ba9b-241c01fc1db1 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.467197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 221e4113-1c1f-4afe-b3f3-238c98ad5849 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.496157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9969444c-a6a7-4b21-8443-c6a397301973 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:45.797406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d57cc08e-b113-42b5-a2ba-4546f3ab864a · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.506971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 830d2db2-8900-4e3b-b9b3-bf58f004737c · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:45.703880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 217da92e-8a73-4b03-9a5d-bff27c144b4c · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.516934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d761ae14-362f-4c6b-8f79-7223273cece2 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.521496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e2bae7d-31fb-4bc3-b2bf-2623a8558cd2 · outbound

This paper cites Galactica: A Large Language Model for Science.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Galactica: A Large Language Model for Science

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.526467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0408538-e8af-40fb-bed6-d2454cdd831e · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:44.561181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b597814c-d315-416b-9ff3-8a0f9daf67a5 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:45.628521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 32290a8c-97fe-4f1e-8274-e84819e6c1c7 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:45.534638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ccb7fc63-5063-4823-8dee-45be2c1c44bf · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:45.459971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 971cc737-2571-413b-8866-126a4ed248ff · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:45.310301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6f6444f8-0fae-4125-ae0d-f122dfe65ff9 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:45.293286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 81780520-d6a6-4f40-88e6-2cf479afe948 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:45.217949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3dfd3e06-be93-42e1-ac55-1515ea682cb8 · outbound

This paper cites an unresolved cited work.

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:45.199526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.