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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:40.419580Z digest=sha256:46a9e6c1142819b6c90bd301974d3b5d4f2921b8d8751fd0a442b4d178ae2bc8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:40.470779Z digest=sha256:d05fff2494838d04257db4a98661872ac433eb60fbd4ce7f8994917d734ce8eb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:40.538504Z digest=sha256:f0dbb289d8781f9cdd1751415fcb272ec629946b554bc01646f3aeb0eee056b6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:40.589134Z digest=sha256:0e7b004403d1167a3546c78d732217b939c2d51a9cfd5096aa5f22f366128196

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:40.662144Z digest=sha256:a8fc0d2ee1ba9b2ba3b426d262170bd78a47d79f8058f62de4bb599caed9f703

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=sha256:4e6cbb14c2a922276ea270a178b8cd89af877d40c0517eefdbf6bd54770ceb7f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:40.767026Z digest=sha256:6ecc69f93efacf7f3ee4b1b75f6ce666a1ec67c2e5ee088b9297e393cdc7b571

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:40.833727Z digest=sha256:20a8cffaa39a1ffb2cbc4b4a93834da0187345ca8a58568258e3d1fb8776ff98

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:40.883573Z digest=sha256:6b555ec6ab81c54939c43d6bc0563b2dfb837da931bf2ca718e6f076f6333f75

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:40.932868Z digest=sha256:73a98d910f686bf7e986faa5e06b8109f0b62827766a1960573dd9bca6687acd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:40.985019Z digest=sha256:53ef78aed12af76b85e98b110365f4e1409bcd5f765db5adca71cf9b5b81cf4f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:41.061371Z digest=sha256:62bfc08984460916f34d4a688ce10a88cddea19abb2199c8d4489cd5c78b11aa

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:41.095992Z digest=sha256:1210938469d96f72da2a61f3f0e815c802039b8c6703b3b20b6e735c5c6c6edc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:41.155989Z digest=sha256:7d2b8e8a5c9b96ca58076ba3597cf9a9c9b2dfcfc0abcf8e805be90a39ca21ff

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:41.266834Z digest=sha256:f657b85512359c7088063d576573d08a26a9e0b06667a769e58a18e5c54cb8d6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:41.371633Z digest=sha256:1e05106b7085576fe4483cc21745bc729b508bd6cb798d4e97717c7685b68b6f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:41.458968Z digest=sha256:c83bcd78d61341a32d85406edc58b0c00413f3e9ed8cd6cb692f23c838a73adf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:41.531515Z digest=sha256:f59a3683d04ed17fb859becbf132f1b3eac64ef438b816621c56b2feeb01f67b

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=sha256:7b946f6a3e7fb54c9c66f6f76b2e49de28418e3b48d3f44f69f6ad814ea8938f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:41.701256Z digest=sha256:9fce98ece84251b6693a7ec68e9fbb82bdafccc4e30b98b0a2648775a1016c39

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:41.757430Z digest=sha256:ce56774cd95d892b0616a206b2f6181aca1868ce4771b4a0bf41668ef62b8e5c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:41.830146Z digest=sha256:b29e90fd075e57965b639fe7fe43a4741ee2ef3006078c1218aff2e4db0359ff

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:41.925325Z digest=sha256:4f09a4415d3b0e4c0cb2e24f4ee13283fede8212aa72c9b436c3b172e50ebe45

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:42.001742Z digest=sha256:b347c51bc598fd34675473893edf98d62310898257cd2bfa8ad9e0693352cba5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:42.095625Z digest=sha256:149b80c9ac1d7430dbbb0a9edb673314f9e0fc41e5c9c78c8fb2a5a9e510b6db

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:42.221824Z digest=sha256:e44bd195a51d88b67de5d0d00f9880893732e195e7df89225da02e997e60180e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:42.313904Z digest=sha256:b79006d6c450598e447bbc3be0b0315f4b7688e2e410401ad7fe88019a591ce5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:42.418613Z digest=sha256:530f8e71611a69b51e6b45994f645bbb3f3f95fbcf118d5b7eaead745c71dba5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:42.566768Z digest=sha256:4dc344ada954a6c0b64429de3dbb72fe10dc3be1d0f717e35821c509b17e6be7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:42.705935Z digest=sha256:285c338d93d369d4b0498ac74dc1ce2b44db8a6c6c870b9b6a7a91a635107bb4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:42.812147Z digest=sha256:123b44f4e1a0b617fb97d435d98e64347f2f6b9b9c7b8d79d92eaf06dd6ac9b1

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=sha256:147c9c1b471b7bb9c076b8ed4c850cbae9cb5f9bb7c3ce818cb050a55d2a028d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:19:43.076116Z digest=sha256:7b445c99db6747a044b4da368e0c9a44230c9719b100810008131bfb7f7e27b8

Pith citing papers

No inbound Pith citation observations are available.