Paper Citation Record · LEDGER

Enhancing and Scaling Search Query Datasets for Recommendation Systems

As of 20 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2505.11176.

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

pith.paper-citation-record.v1
2505.11176 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:59:46.033214Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T23:28:00.264438Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy15
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 106b89ca-3833-4a70-82cb-667b7d2ee2c2 · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.686610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e82fe35c-2c44-4242-aad0-121c6a9345ef · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.668765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0ebb1406-fd36-403c-935b-a573f3d352ac · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.650503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3514b64c-9a4c-4416-9d76-8b739073c085 · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.633220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f6e4b330-9a45-4dc6-b9ce-2d0146188278 · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.617949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 117adb65-4a01-4aba-aa0a-a7448b093202 · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.598783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5cbdae2e-ab3f-46e1-865c-41032413bf34 · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.580048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation be5ac623-6215-4a67-8c7b-5b63627d2b9b · outbound

This paper cites <Provided Intent Label>.

Enhancing and Scaling Search Query Datasets for Recommendation Systems <Provided Intent Label>

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.562957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6edb1b1b-f876-41bd-ad10-286706a66e19 · outbound

This paper cites Focus on nuanced language, context, and semantic meaning.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Focus on nuanced language, context, and semantic meaning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.544225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9a4e5c37-3e8b-4a05-ba05-354c23bdb20c · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.527032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fe536c20-bd6b-4a27-a84b-88d6bcbf873c · outbound

This paper cites - A proposal for a new intent capturing the emerging customer need.

Enhancing and Scaling Search Query Datasets for Recommendation Systems - A proposal for a new intent capturing the emerging customer need

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.503719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 307a28cb-1d3e-4981-b2b3-cfb60843d458 · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.478430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dffb6eb7-5581-4dbc-8c19-84c13b091ab2 · outbound

This paper cites inquiry” or “general.

Enhancing and Scaling Search Query Datasets for Recommendation Systems inquiry” or “general

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.459027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4ef78c39-0de8-4c3c-8d5c-d1d125a35ab0 · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.435943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d26c4dac-a249-4ea5-a1a7-cc439c0771d5 · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.414947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7573a82d-129c-4ed8-aa43-3847b657af23 · outbound

This paper cites not novel.

Enhancing and Scaling Search Query Datasets for Recommendation Systems not novel

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.393065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2137e41a-bc24-4fc1-9142-cee9f23fe48e · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.377756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 90a1c527-1b6a-4a70-9939-7a37c1e36d76 · outbound

This paper cites not relevant.

Enhancing and Scaling Search Query Datasets for Recommendation Systems not relevant

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.359234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6070dfc0-aef9-4904-95fb-5a32f8c9ab18 · outbound

This paper cites consideradding.

Enhancing and Scaling Search Query Datasets for Recommendation Systems consideradding

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.336179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 14c2f397-d6e8-49de-87d9-eb89d5ab525a · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.317299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7a20f960-f5a9-4aea-b9e5-73fe4cce7a61 · outbound

This paper cites not novel.

Enhancing and Scaling Search Query Datasets for Recommendation Systems not novel

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.297158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 760ad47b-53ae-442b-9043-7010d990298f · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.281333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1b0654ab-78bb-4e6f-a6e9-74a9635e1867 · outbound

This paper cites consider adding.

Enhancing and Scaling Search Query Datasets for Recommendation Systems consider adding

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.267244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8497b35e-1552-4175-91a3-61c6d6a7fae4 · outbound

This paper cites not relevant.

Enhancing and Scaling Search Query Datasets for Recommendation Systems not relevant

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.252877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7a3bb7e2-3813-4ead-857d-7fbf60ee7c44 · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.234437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 29526f1c-d6f4-460e-aa9b-d52f07d160ca · outbound

This paper cites not novel.

Enhancing and Scaling Search Query Datasets for Recommendation Systems not novel

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.216529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bda94a36-ff13-4409-b643-a1e722e46c5e · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.199396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ddefd511-1a18-46cc-a52c-d8bd6cbfc376 · outbound

This paper cites - The end-user experience, in terms of webpage content or search functionality, would be identical.

Enhancing and Scaling Search Query Datasets for Recommendation Systems - The end-user experience, in terms of webpage content or search functionality, would be identical

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.172424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a0cb2ce4-4f48-45e6-ad08-e55c9d766c4b · outbound

This paper cites False” for the “Valid.

Enhancing and Scaling Search Query Datasets for Recommendation Systems False” for the “Valid

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.153305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6841ae4b-d101-4719-b12f-ff0a351df69d · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.137771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 680d0b63-310a-4f80-af0f-42afe7d28971 · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.123661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a28fb1b9-5d7e-48e5-a932-3eb2885c006d · outbound

This paper cites an unresolved cited work.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:59:46.108238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 038d5680-2ec8-49f9-92db-8356b2d9b19b · outbound

This paper cites Data Generation Using Large Language Models for Text Classification: An Empirical Case Study.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Data Generation Using Large Language Models for Text Classification: An Empirical Case Study

Reference 119

Resolution: unresolved; no resolver link, observed 2026-08-15T20:59:45.875114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9015498-098d-424f-ae64-719f87357e76 · outbound

This paper cites Wang, H.; Prakash, N.; Hoang, N.

Enhancing and Scaling Search Query Datasets for Recommendation Systems Wang, H.; Prakash, N.; Hoang, N

Reference 346

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.728204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5306c8dc-fe20-4a9d-b641-4d4da952ce5d · outbound

This paper cites cold start.

Enhancing and Scaling Search Query Datasets for Recommendation Systems cold start

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:59:46.709006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bac3ea26-183b-4cf9-9208-d9bd9953f48b · outbound

This paper cites IntentGPT: Few-shot Intent Discovery with Large Language Models.

Enhancing and Scaling Search Query Datasets for Recommendation Systems IntentGPT: Few-shot Intent Discovery with Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T20:59:45.880059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e17b213d-3183-468e-9573-72b376ad0ff7 · inbound

NILC: Discovering New Intents with LLM-assisted Clustering cites this paper.

NILC: Discovering New Intents with LLM-assisted Clustering Enhancing and Scaling Search Query Datasets for Recommendation Systems

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T23:28:00.264438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.