Pith. sign in

Paper Citation Record · LEDGER

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

As of 10 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:40.419580Z digest=sha256:96d6b2f42833c1db90a8106aaf7af0102dc13dfde6ffbc2e75dda503be5761bb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:40.470779Z digest=sha256:5ed6f83621bdc2fa7280e29afd1d247a6cd0087f49f83031ed72bd4dc3e13dff

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:40.538504Z digest=sha256:57f3d592f7e86b7b2eeb868774a06fb1f48d813ebf7e9094c3ac15d4e517341b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:40.589134Z digest=sha256:c399d382dcf1114b5f5efff17c096e539134c53c82bd1cee2e826b352e626e05

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:40.662144Z digest=sha256:bef9bea18821597eb5c7139bf0c6e598f8b57ee4d23a0c9f4a4bd3cc673cc7fa

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:ed8c0bd03c30683e3ed019fe7cdb0f8672905619c52bdc8c794dfa5d3ef7418d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:40.767026Z digest=sha256:5e4453830c8d36885f4585e105a863a4164aa884dd06cdab36282683e1e5a745

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:40.833727Z digest=sha256:491d5c7450b439ca34d42699e6dcdf0ad8edad78f4e0959543e353c25754f856

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:40.883573Z digest=sha256:75874b02b86f802971c07c1da9255a2402e6fcedafddbbb5b70d3c3d2c8636c1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:40.932868Z digest=sha256:d3d5c4c987dbe4141a5d78628ff273411c188396a3e8cc51d877bccf7ad23eae

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:40.985019Z digest=sha256:310053c255d15d0d1f44c7830132edac44389be7a59af8096170d5c85f109221

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:41.061371Z digest=sha256:0422bfd90696cc4eb4bfa9efa6739216d3d69047d754d2461d2c823284a18a5d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:41.095992Z digest=sha256:f56e8eacd5da048abbd80da6458199dbbdbbc8297b0a0bbf4886d387d6bc6842

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:41.155989Z digest=sha256:d95c7aac636ca5a4e294f1aebd99a98bf0287abc830be21858287c519324617b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:41.266834Z digest=sha256:2d5905a948a3ca7164743572f3458e64a4200a387670e76d277309fd6f1df8d6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:41.371633Z digest=sha256:e2494dfe9db77c7b7e1098b3d651d59d4bdf6133e0d9ee771f3f3d3fafc1a723

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:41.458968Z digest=sha256:ce1a914f07b4df47fd83ebea885db9c8280b196ff0de73001ff1c4a138a57a5d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:41.531515Z digest=sha256:65db8d781bfc553119138e7442d1b61c3d2a3441e4c88a61042f6fdb902a9d34

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=sha256:9160936e452878f8842234dd07ee6072af14ba851082ff69bef54136afb89721

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:41.701256Z digest=sha256:a688b6d6b7221a9746a09497d96d930f87a8932d183de2b1297e1b827820e265

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:41.757430Z digest=sha256:c22697594dc6b8dee9fd964c808c03d05a5b6eee8eb065860bed1d2cd4723132

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:41.830146Z digest=sha256:19bda2c133e4cb944d634603fa1f93e1853bb71e05cbcfebeafdb669f080a129

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:41.925325Z digest=sha256:16c6fc8339fe0861280d9f95a3199102031579bd1185e001ddab142c5b5aaf07

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:42.001742Z digest=sha256:759f54c46087997450480bed3f7d584a01c265e4fe7e2620f7c50c489f6bec5e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:42.095625Z digest=sha256:5c70ba0b091062d5f3c9c910c4e3ca596e7130678d6b35f9a60e12f60bda93fb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:42.221824Z digest=sha256:549f86a115f2e327e8c5d1f9192a7edec3abbb51c78e85bdce92c4c021a49797

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:42.313904Z digest=sha256:add2fe4534e0bec26fdbef5fd2adad91480d4009b8c7cf093427b3e86aa59af0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:42.418613Z digest=sha256:58aa0148d72bf7c1b9e8e0c108e90e7aeb602bb504a88badae66141651326ec4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:42.566768Z digest=sha256:38ddc00b026e04224505d986316e371359890f9a476a5dae2c9f4854476f31ef

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:42.705935Z digest=sha256:fa975bdf8086774ba070ace0a47b02a31bb809deb1e7836fd7485b12b64333c0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:42.812147Z digest=sha256:0c6678fef0c6ab168a6c2b8d198a8fc06b2c31dad0d424d39a74ed0d7d739873

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:d26b8f6df890a92725b4440b76a449514e978c69e89609993efb64200d2ad2ef

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:19:43.076116Z digest=sha256:334cbbac79a15c9d8c4720946a98be21b38d99c4a4d9b29cb1638351c4485582

Pith citing papers

No inbound Pith citation observations are available.