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Paper Citation Record · LEDGER

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning

As of 22 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2508.20374.

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

pith.paper-citation-record.v1
2508.20374 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:52:07.583630Z

measured 35 of 35 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

35 of 35 outbound references displayed

  • verified exact0
  • verified fuzzy11
  • unresolved23
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 27bcb79b-d523-4ee8-afa7-bff00679bdfb · outbound

This paper cites en", "es.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning en", "es

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:52:07.980857Z

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.

source=pdf_text observed=2026-08-15T16:52:07.371535Z digest=sha256:7d5074a1f745d9f5068fbe2c3ca8b039b6f98c38896fd1cd974a2aa8deab9c81

Observation 89261a68-7930-4b52-b3f9-3ddaa293a147 · outbound

This paper cites Complex":.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Complex":

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:52:07.969732Z

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.

source=pdf_text observed=2026-08-15T16:52:07.375573Z digest=sha256:c58780356bbdda8120f9df758dcd8124381e2d7b8e4bce7fd1f48da726565473

Observation 30aeb700-f499-4d44-8c75-fe31c086d0ee · outbound

This paper cites Instruction Tuning with GPT-4.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Instruction Tuning with GPT-4

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T16:52:07.362601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:52:07.362601Z digest=sha256:e61da8f571895881f12de7b0f49591f73906df9063f9d18dc5139f128eb1252e

Observation bd50d938-15cc-4546-b511-43afb379abc4 · outbound

This paper cites NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T16:52:07.366956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:52:07.366956Z digest=sha256:fb3fde6a9dcdb7a9f910e5251ae05cc64c35f82aa2f33df83050c79ef3b493fd

Observation 7cf92074-b721-4114-8f76-c5373a7b0030 · outbound

This paper cites reason":.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning reason":

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:52:07.901035Z

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.

source=pdf_text observed=2026-08-15T16:52:07.398502Z digest=sha256:74ac5821e525dbfafd1fef479b03345e54caa0fd693555d1ce9ccba2724836b9

Observation 7f8bb554-25b7-46e6-9973-9ebcd1f55146 · outbound

This paper cites summarization.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning summarization

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:52:07.957407Z

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.

source=pdf_text observed=2026-08-15T16:52:07.379475Z digest=sha256:e03797866a6c14b0428fcc709d7d71866786e5bdb2f4636504727250ef3cce7a

Observation 9ee9ea84-8829-4245-a7ba-41e59c5c95af · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:52:07.946702Z

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.

source=pdf_text observed=2026-08-15T16:52:07.383571Z digest=sha256:2c51d887c1265144f9480d32a37a3f83e0ddc45dca6adc6ebff57ae153f1dc2e

Observation 212ccca2-aa92-4a6f-8b0f-098ba3d32c2e · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:52:07.935122Z

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.

source=pdf_text observed=2026-08-15T16:52:07.387124Z digest=sha256:f328d8c0cccfb052e0cb408af52d23b9f891f235895c33b6e3d3370be0b6aa49

Observation 09e6c438-a4c6-4141-ab1e-c60dceaef267 · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:52:07.923732Z

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.

source=pdf_text observed=2026-08-15T16:52:07.390892Z digest=sha256:7cb580afa87b7d394a6fbbcb8e4dff783d912e74aeee66022a95a3761d1cb5e3

Observation 363d03de-530b-47ae-9dea-92c9c691c055 · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:52:07.911706Z

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.

source=pdf_text observed=2026-08-15T16:52:07.394816Z digest=sha256:e4046c5b9ec8125f27194ae78f5fe6b42b45f26a26631d49230f6a4c9a9dc85f

Observation fde6f399-2f5b-4046-8c79-4f9c029d9ad3 · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:52:07.889082Z

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.

source=pdf_text observed=2026-08-15T16:52:07.402112Z digest=sha256:c1824b96831b8b72264dd771b4b13a2d6e9dc8ffc4cf11b012cc259094c93c39

Observation 493d5cc6-216b-44cb-8b09-a7b47d2452eb · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:52:07.875885Z

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.

source=pdf_text observed=2026-08-15T16:52:07.405561Z digest=sha256:8cca09a311593279bff4259a70d8a24b9cbe235cfbf13227544c0dae9d38588a

Observation 2e8db1e0-7d34-428b-a33d-28a559d1778e · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:52:07.863428Z

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.

source=pdf_text observed=2026-08-15T16:52:07.409107Z digest=sha256:ee1fb6fcb91a5536ef4829392259d6ffc6d3bc2b7999ef4767f1aa97b37e8f82

Observation b7e239d3-3c5e-43e8-b6f4-77ab0ac20a01 · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:52:07.850927Z

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.

source=pdf_text observed=2026-08-15T16:52:07.412656Z digest=sha256:010c3308e339e93b06854e346b728c9a23309c604e8578a8d2ecb6e04a4462bb

Observation 00e927ac-4e10-477d-a820-4649be024c0d · outbound

This paper cites reason":.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning reason":

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:52:07.839696Z

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.

source=pdf_text observed=2026-08-15T16:52:07.416202Z digest=sha256:b3202c8ffddb6d13dcd4a3c481103c1b694c4bd1880648867d964daac38a6fac

Observation f92b4c2e-5f92-40a8-a818-55ddc4b32436 · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:52:07.828177Z

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.

source=pdf_text observed=2026-08-15T16:52:07.420053Z digest=sha256:230a7913f57e1cd21780bbc27d2c525cd2b2f6ebae9b5cdfd819088644fce30f

Observation a6ab5213-8fcc-4e0c-9632-0089da935ab6 · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T16:52:07.423688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:52:07.423688Z digest=sha256:d5de75c4bcc1167cefc5a81b91d3f019aefc5de60c252ed0803c93ccba10f739

Observation 865bff82-185c-47dd-9ec9-b874c0aac3ad · outbound

This paper cites </informativeness> <helpfulness> Helpfulness assessment emphasizes Overall Quality regarding correctness and informativeness.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning </informativeness> <helpfulness> Helpfulness assessment emphasizes Overall Quality regarding correctness and informativeness

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:52:07.806822Z

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.

source=pdf_text observed=2026-08-15T16:52:07.427780Z digest=sha256:284f7a868cc5fbdbfdab6b240ed8845884d582187dd978699313f6344606ad68

Observation 42b9826a-9783-4973-8a36-d318d8f3f86c · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T16:52:07.431631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:52:07.431631Z digest=sha256:138a844c2d348cd8a47973985a2892bacf0fa2c35cd4bb133004647820db25d2

Observation d5d9cbbd-de56-4c6a-be00-a4b83b7a8a8e · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:52:07.785826Z

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.

source=pdf_text observed=2026-08-15T16:52:07.435100Z digest=sha256:3f3461ce87ac1819b1d086646ad855ff2957bf2d8f06fed762736a62f6d70800

Observation f6165082-c82c-457f-ad31-c011a9f91b17 · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T16:52:07.439226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:52:07.439226Z digest=sha256:ffbd10e7c420d8f1b2df36aa722c965b4aae4586aa4215040d971a74610c48c7

Observation fd13a717-cba5-4764-b093-2271b9b8a533 · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T16:52:07.443097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:52:07.443097Z digest=sha256:b067ee64a2bc094710383e889b77f1e93726b81145c7e32f558923b807304115

Observation 7bbe2c81-6d93-490f-a4bd-5d30ce32ebda · outbound

This paper cites reason":.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning reason":

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:52:07.757903Z

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.

source=pdf_text observed=2026-08-15T16:52:07.446591Z digest=sha256:51cc88d867e1650a74436cd3117a56b3d4d22f9da02740f3548a98b3ded1f4b2

Observation 05dfc5fa-7178-4e14-8cfa-9d9697ecddd1 · outbound

This paper cites I guess,.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning I guess,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:52:07.745914Z

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.

source=pdf_text observed=2026-08-15T16:52:07.450664Z digest=sha256:8f27f79b6cf76925ec956c3ffeb7e178ddf3a2da17160fe98eaad3481139dd41

Observation 97ec0166-b35e-4e28-a748-40424c97c7e8 · outbound

This paper cites I Don’t Know.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning I Don’t Know

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:52:07.732107Z

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.

source=pdf_text observed=2026-08-15T16:52:07.454506Z digest=sha256:589bd01599fef88591fde39e0fc5c857083e234a6f0a2265bf03530f82436d1b

Observation aea26a41-67d2-49c6-9ee0-4e4b642ea55f · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:52:07.720308Z

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.

source=pdf_text observed=2026-08-15T16:52:07.559014Z digest=sha256:f1e3156431a647db539c702fc8720a1080fb5a9ce843401cc810a8ae90ba2a55

Observation 72c7567a-f19b-452c-a789-f9175ca5c3e7 · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T16:52:07.562903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:52:07.562903Z digest=sha256:47450c6cb609f3f3f57ad141fc1a37ac5dac8a48c58d908752f3164c76e100bf

Observation 6c14b8e4-cd3c-4cd7-82ff-7edc6e699847 · outbound

This paper cites Scoring: Rate outputs 1 to 5 based on extent of hallucination:.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Scoring: Rate outputs 1 to 5 based on extent of hallucination:

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:52:07.699814Z

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.

source=pdf_text observed=2026-08-15T16:52:07.566565Z digest=sha256:9de7350bc6aa9c2c1131b7682c23d6cdf20e013221380ba03a3e24abdc3da60b

Observation 5786383c-5810-4fce-a3bb-523755777357 · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-15T16:52:07.570005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:52:07.570005Z digest=sha256:5ab7453f2c3067d8ae5c4ad86c9531279cc93171b4b548837192ceeb85aab5e7

Observation 0c462a32-48d1-4f44-a1fc-0154d7c52553 · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T16:52:07.573337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:52:07.573337Z digest=sha256:2cedb0ea5f5ed1fc5523e29509daf046124eef8a74f6288886f2922ee203855f

Observation d8e234c3-614b-4b37-924a-82425e6bf15d · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:52:07.672925Z

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.

source=pdf_text observed=2026-08-15T16:52:07.576803Z digest=sha256:9dd9d4560e7a4e0f5cc7a5b241461e3eabf1297fd7cedc6eadfd2d871039e262

Observation f005fe4b-44f8-44ca-83ba-1f7edbf0ee0e · outbound

This paper cites an unresolved cited work.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:52:07.660711Z

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.

source=pdf_text observed=2026-08-15T16:52:07.580168Z digest=sha256:1098f3dd9aab47499030322b0bffb3529074da63e52b5056b591290421f24e45

Observation 5db96a93-5db0-4258-b776-483163bd758f · outbound

This paper cites reason":.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning reason":

Reference 35

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T16:52:07.648905Z

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.

source=pdf_text observed=2026-08-15T16:52:07.583630Z digest=sha256:91eaf8e2232ee7d3b250071b4029db93818452e25901b2b53acd5b188ab025ee

Observation d2dbe10a-e73d-4f8d-9b79-96b97a1bcb56 · outbound

This paper cites See https://vicuna.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning See https://vicuna

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:52:07.991703Z

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.

source=pdf_text observed=2026-08-15T16:52:07.353315Z digest=sha256:0c903c93550722d4f9e58e7f1b4b639542b627c2a4ec2cec8ca5de335498c4e5

Observation ff8b4848-d90c-4a14-9a00-4d2f9f8e933d · outbound

This paper cites The Llama 3 Herd of Models.

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning The Llama 3 Herd of Models

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-15T16:52:07.358514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:52:07.358514Z digest=sha256:f0d5445f971224bee6d20a5e5bec12d635f249c880bd67b90e1728cb2abfd266

Pith citing papers

No inbound Pith citation observations are available.