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Paper Citation Record · LEDGER

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation

As of 18 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2507.05933.

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

pith.paper-citation-record.v1
2507.05933 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:19:43.076116Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

33 of 33 outbound references displayed

  • verified exact0
  • verified fuzzy7
  • unresolved26
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c03a346b-794b-41dd-ad7e-324fe721dbe2 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:48.902495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:40.419580Z digest=sha256:b9beea9f91b8302427f8dbac9d6c5eed05df0c6bf489a83a25c21de597805086

Observation d6326acd-3177-4f17-8831-6b5d5866860a · outbound

This paper cites F., Liu, J., Ben- nett, P., Ahmed, J., and Overwijk, A.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation F., Liu, J., Ben- nett, P., Ahmed, J., and Overwijk, A

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:19:48.849953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:40.470779Z digest=sha256:244484617cbbf25dd2dc6bce2d8553d53df83ac9bb43c9bd7874491d76ec0165

Observation c6ad1c1e-45aa-4700-b46d-35df5ed75cfd · outbound

This paper cites and Zaharia, M.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation and Zaharia, M

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:19:48.633976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:40.538504Z digest=sha256:58bf693213ea0d2be260dcd2e31d406786911742f37c0df81a095f4821a5090a

Observation 2f04428a-b659-4a67-81d4-8896f4e03f58 · outbound

This paper cites and Gurevych, I.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation and Gurevych, I

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:19:48.433676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:40.589134Z digest=sha256:e93760b83559755d5b7664a510e75db933b1ee99b66211c6ff73c77fa413c622

Observation 6faf774d-6be8-467e-aad9-89098f612a91 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:48.248287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:40.662144Z digest=sha256:67133648042fef72e9362855d1f3a4f413de932af43ad3af9c88729d3711fe2b

Observation fd0bbfa2-fac9-4018-bb16-58abdad3abfd · outbound

This paper cites Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T19:19:40.708712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:19:40.708712Z digest=sha256:31b40a86239d79c3ac23e334ea529842d40ac16045650f6962fb1335e1100dc5

Observation b4d203a6-4601-44ce-8f1f-b4c090aec274 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:47.983000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:40.767026Z digest=sha256:54be8738b87407db868ae7f4443033ac2bcd27901eaf583e4f7a66e945435354

Observation 9c21613b-f05a-4533-b298-ba99f203feef · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:47.751123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:40.833727Z digest=sha256:b48f6985f5830fc853ee007faea8af87df9247c3189fb30542ce4b89ebaf459f

Observation 7689df41-9abc-4847-984a-f367d1635b6c · outbound

This paper cites and Yom-Tov, E.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation and Yom-Tov, E

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:19:47.521313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:40.883573Z digest=sha256:05f805f1cd06db50d857f9dde3c57454720fcb9263a568959df0e18ac7ce2db8

Observation c0225747-0c89-4968-8393-f6cc94a69d21 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:47.398866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:40.932868Z digest=sha256:45b3af315101ef0bb4b5b3165fc5567908001ad10b0fc49957c1fb570dc78fe2

Observation cdeaec0a-6b4a-476d-98d1-8dd3ebc385fb · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:47.278812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:40.985019Z digest=sha256:477712745b0a20a8e8f399a214d032912476ec3ef70d72b35ce9cb2a488512cf

Observation c446d7f3-fe07-4093-8db1-6bfcc5d26656 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:47.149590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:41.061371Z digest=sha256:6785620b6c0fca1adbb31641016c0fd402209a9cecf43505c4cda8ed9d7ce0a7

Observation 7cffc00d-4d0a-4720-a0c6-50243693a01d · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:46.976080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:41.095992Z digest=sha256:6503248f8974a2d52e87cce373fff55e905ba03be2e19c3d6d311bf7cc19e691

Observation d8f4a8b4-74a3-4f8b-aef6-e4e274e858c1 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:46.807581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:41.155989Z digest=sha256:17a8170b2f3e195664d70dd7a278d884909b38944c81e33e7625ca7d625b8ca8

Observation 54732dce-3f2b-43ba-816d-4056da0b6b98 · outbound

This paper cites and Tanguy, L.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation and Tanguy, L

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:19:46.668602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:41.266834Z digest=sha256:1499598cf7b332c62ac60cef7678aa8ac76a4d6aafc9609fffb40622a7e8484f

Observation 7dabd14c-8488-4ff5-bb86-9adc71cb63f3 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:46.504442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:41.371633Z digest=sha256:71e3157296f3980bf48dac31ebee708ee683472da28220b8fdeb35f658033bdc

Observation 889753e2-de02-4ac9-8bd0-17d3532bd5cc · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:46.344900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:41.458968Z digest=sha256:1f2fe019793c881b10ea96b13b58638fe7d40935622373e1db57e917fb1b53d0

Observation 4783f23b-21fc-461a-917b-aa02bd1b95f4 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:46.197982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:41.531515Z digest=sha256:a63b0bde662073523aecfd4e210fe58caf3d2bee3fdbf6c2bb5fab95736cb4de

Observation 70b38cae-2173-4fe7-88a7-f60f0b1432f0 · outbound

This paper cites ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T19:19:41.607057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:19:41.607057Z digest=sha256:58829bc940a1c3d7ac0bcea8a0aaec989a9ae8df02d0fecfd7fc7bddc63f6362

Observation 239ba7a5-c832-4bb6-8996-a7ade8b9f563 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:46.052404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:41.701256Z digest=sha256:6c6aa5ca4e14a954042b2cef7fc5f1874b88b102199ce1a865679571917f963b

Observation 11365312-8e77-44ad-a7a5-5c922aa66af3 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:45.883068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:41.757430Z digest=sha256:fa7e84617e2e02e79f23a91ea4268407d76678264fbaaa3bddae7e388a690662

Observation 13f68e01-4734-4335-8fe4-e0281e3d6dc0 · outbound

This paper cites and Ghahramani, Z.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation and Ghahramani, Z

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:19:45.750161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:41.830146Z digest=sha256:e4ea9b89d002c20630378d589b0122a8ec9c9fdf9e5a1738828a50b430fbcc7a

Observation eba33a01-7a1b-462b-aa24-cd0b767549de · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:45.588879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:41.925325Z digest=sha256:9f73a46ebc42695388ef6f9d7f0cf33e582edb7b59e412401544bf9c8ff5af07

Observation 5bec5082-a328-4840-a9cb-86a974b3817a · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:45.450958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:42.001742Z digest=sha256:b6701e26245f7c601093e3ec083c78906a9415043525f0e67ec6b73051d9b972

Observation 65238530-7944-444e-995f-ab7c2ac87231 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:45.226231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:42.095625Z digest=sha256:6085f9568fa179bafb23b71d52e935fc5452100371af1ed17758104ab4a7dfcd

Observation 0e53ece1-bb05-4efc-ab98-0fa5071ef722 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:44.877288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:42.221824Z digest=sha256:3688c3e51076155a3f29256bcfdf1fc2031ba733d40143130f1144fb2dd3ee5b

Observation 9267e80e-c6eb-4799-bcef-c1d29f678109 · outbound

This paper cites and Ounis, I.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation and Ounis, I

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:19:44.635082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:42.313904Z digest=sha256:37df1a57052a525191a658587912b0b7a4c9a026cff740bc8a47c2f766478cc9

Observation c5090cc2-9bc2-491b-a7c9-fb2014116cfb · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:44.387996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:42.418613Z digest=sha256:4aee1e98568a914e3c8f879c03e69d3bf9f1049ad32830aa2aead7d9e1b8c108

Observation 4e96d84d-261f-4736-a558-d39586d2f74f · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:44.112100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:42.566768Z digest=sha256:93789f509e44fffd1b6b6572f50c74b0848ebd5971c8732eb3dfefbbbd8c25a3

Observation aac48b74-2a16-4a69-9444-1c83dd26efc3 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:43.869619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:42.705935Z digest=sha256:f80f0e997a2b40526bae5bd60ad31942ce6abe5da37e30d2383f041f4ae53d4c

Observation 89efc050-adb0-41b7-8ab5-2f6ae5a398f1 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:43.605497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:42.812147Z digest=sha256:0e635ff1aacc16a24e5a5ae8bde75db6432644e8712c826df5bfdebc8b2e6e75

Observation f41ebc99-33ba-46e1-8d7e-7d71b1116bfb · outbound

This paper cites Billion-scale similarity search with GPUs.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Billion-scale similarity search with GPUs

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T19:19:42.963948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:19:42.963948Z digest=sha256:3bfaa626ef0c366f5c9e13c8b5c25f1ef977f7dbe13fcef8995361e8e0c54ec9

Observation 1cefa157-4194-4c2f-ae69-a60c7bce7ef7 · outbound

This paper cites an unresolved cited work.

Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:19:43.366815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:19:43.076116Z digest=sha256:beed3fbd88d8fe4830c4c7d9ad5a05f1f4274dc2a06726f1a2debeddcd676f01

Pith citing papers

No inbound Pith citation observations are available.