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Paper Citation Record · LEDGER

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation

As of 19 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2608.09140.

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

pith.paper-citation-record.v1
2608.09140 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:48:11.293188Z

measured 15 of 15 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 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

15 of 15 outbound references displayed

  • verified exact0
  • verified fuzzy12
  • unresolved2
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f848d7ed-fed0-44a8-a9f8-bb540f8ce4ad · outbound

This paper cites These seed Group 1.

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation These seed Group 1

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:48:12.084984Z

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.

source=pdf_text observed=2026-08-11T22:48:11.164989Z digest=sha256:56bf190c53dad7806bd26e9bd8609eba00f9d8cd952a5197ec8ebca59c93956a

Observation 429db389-5810-408e-bf6b-65eb95c27582 · outbound

This paper cites age given location+gender).

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation age given location+gender)

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:48:12.038064Z

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.

source=pdf_text observed=2026-08-11T22:48:11.200656Z digest=sha256:2a3320a3691016ac158e597dd753c55755c71f00f5c29c88d96a2cec853a4925

Observation 7cb465db-b5e8-49f3-9e10-6d745ace74f5 · outbound

This paper cites Add them to form the next group.

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation Add them to form the next group

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:48:12.002805Z

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.

source=pdf_text observed=2026-08-11T22:48:11.214267Z digest=sha256:34a74bbc1f0979061a6a525d9edcd42b0d282c05de8c8dfa5ecc30bd2dba1aa3

Observation 065aed74-0052-44be-9496-d15add704ebf · outbound

This paper cites "" disclosures:str= dspy.InputField(description=.

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation "" disclosures:str= dspy.InputField(description=

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:48:11.944256Z

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.

source=pdf_text observed=2026-08-11T22:48:11.228926Z digest=sha256:7ce2fb3c4bf78b1209ac6cf42d69eba51dec9553ebe5140f9489f3c3378d15bb

Observation 39d99420-d447-436f-8da4-4a847cb956ae · outbound

This paper cites This can help search engines understand the structure of your website and improve your website’s SEO.

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation This can help search engines understand the structure of your website and improve your website’s SEO

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:48:11.685653Z

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.

source=pdf_text observed=2026-08-11T22:48:11.261041Z digest=sha256:5bc71aaa1ada27fe2ab955bf6b49fa964711fb6ad171468f08cfce70e3327904

Observation b020cfa6-7838-4140-80d4-7ccd3bc190de · outbound

This paper cites Include your local keywords and information about the con- tent of the image in your alt tags.

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation Include your local keywords and information about the con- tent of the image in your alt tags

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:48:11.592022Z

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.

source=pdf_text observed=2026-08-11T22:48:11.271644Z digest=sha256:2c6c15a2cdd60fe6fd4a0eea72d2fd48dba665f527c0d6fd1a9340c8d9d0b43b

Observation 2f7bbbb1-7d3f-46ec-b960-c96834ed5054 · outbound

This paper cites This will help your website show up in local search results and attract people looking for piano stores in the area.

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation This will help your website show up in local search results and attract people looking for piano stores in the area

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:48:11.897468Z

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.

source=pdf_text observed=2026-08-11T22:48:11.238869Z digest=sha256:c51a5f0ecdd29d3cef2df0aaeaaa0f8afe5c7858e4354bfc0a0b1c602502a69a

Observation 55f0d894-885f-4585-ada2-cdd9c6fc2582 · outbound

This paper cites "best piano store in Nashville.

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation "best piano store in Nashville

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:48:11.853102Z

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.

source=pdf_text observed=2026-08-11T22:48:11.245249Z digest=sha256:2689d5f1ccec13476d23358d2ee21ad41a6c01dbfc30ac01413c0052b8fe6d41

Observation 7988a311-73b9-4cfb-8427-168471887619 · outbound

This paper cites Make sure your content includes valuable information about your pi- ano store and the products and services you offer.

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation Make sure your content includes valuable information about your pi- ano store and the products and services you offer

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:48:11.770855Z

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.

source=pdf_text observed=2026-08-11T22:48:11.251623Z digest=sha256:5a810bb3bc8ac25cf4f2d1fb40ecae6696cabe3755b51a44fb79526d8a3bdcb9

Observation 4d901c2d-393a-48d8-880a-9e08b75b1a5a · outbound

This paper cites Include your local keywords and information about the content of the page in your meta descriptions.

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation Include your local keywords and information about the content of the page in your meta descriptions

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:48:11.719566Z

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.

source=pdf_text observed=2026-08-11T22:48:11.256620Z digest=sha256:1e46ba2ec30d30b0f0ec62bd67d94d168543fe339f4dd46307f78b698ffb6cf6

Observation 8f0f9528-7741-4060-b382-d60584cad29f · outbound

This paper cites doing business as.

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation doing business as

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:48:11.494908Z

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.

source=pdf_text observed=2026-08-11T22:48:11.277417Z digest=sha256:0fd2457c20bbe07ca35910f5c8a5023af5e69168a860665b37a6d4b65d6dea2a

Observation 31c2a91c-8f65-4a71-a1ad-ad4f2ec1a508 · outbound

This paper cites an unresolved cited work.

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation Unresolved cited work

Reference 14

Resolution
parse uncertain
raw_fallback, observed 2026-08-11T22:48:11.445663Z

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.

source=pdf_text observed=2026-08-11T22:48:11.288712Z digest=sha256:96572662c4971aaffef85b0c1764d3809a832df0733b666874b9516ea0e0d600

Observation c90525ce-038d-4561-b84d-3a341fc68c5a · outbound

This paper cites Consider what sets you apart from other K-Pop dance content creators and use that as inspiration for your brand name.

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation Consider what sets you apart from other K-Pop dance content creators and use that as inspiration for your brand name

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:48:11.409889Z

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.

source=pdf_text observed=2026-08-11T22:48:11.293188Z digest=sha256:21c377e8e9b53b23263180a177c3131434808dec8062ea45429c42331904cb88

Observation 94f04acf-6264-48de-a2fe-94966242b2a1 · outbound

This paper cites Pr$\epsilon\epsilon$mpt: Sanitizing Sensitive Prompts for LLMs.

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation Pr$\epsilon\epsilon$mpt: Sanitizing Sensitive Prompts for LLMs

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-11T22:48:11.104768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:48:11.104768Z digest=sha256:bdcd35500e46c719f729ac804325a924505426935f1361dce42f7f85a59b1312

Observation a9a6e069-75f7-4fcd-a872-dd03e563edb5 · outbound

This paper cites LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset.

Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-11T22:48:11.127228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:48:11.127228Z digest=sha256:6052707d43060fea58e31aaf67344b84433edafb5659c55baab1aa04bcb02b6a

Pith citing papers

No inbound Pith citation observations are available.