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Paper Citation Record · LEDGER

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search

As of 9 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2507.11505.

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

pith.paper-citation-record.v1
2507.11505 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:12:42.191754Z

measured 25 of 25 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T06:47:19.075519Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

  • verified exact3
  • verified fuzzy5
  • unresolved13
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 68c0fbb7-acb8-4e8a-9cbf-91de0ad5f116 · outbound

This paper cites an unresolved cited work.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Unresolved cited work

Reference 1

Resolution
verified exact
doi, observed 2026-08-06T17:12:42.617489Z

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=2026-08-06T17:12:40.397311Z digest=sha256:435e8925133df2e90b46efe697829b7aa63563fddbc74785265bc4a6ee2ffe4c

Observation 56a3c470-e341-495a-9865-2719f8a289dc · outbound

This paper cites an unresolved cited work.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:12:44.435055Z

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=2026-08-06T17:12:40.445410Z digest=sha256:53019eec6fb41a2f0296d7c6c68ee45f2d4baad45b8399efd03b96b8491608ff

Observation 8497da60-8993-4bd0-b896-d04985371286 · outbound

This paper cites an unresolved cited work.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T17:12:40.642908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:12:40.642908Z digest=sha256:76398ce9b2d8d203ba4d2bad35143ffd879d23da8055e510f6d0df221f5960b5

Observation 571e929d-2261-4aee-a399-e58d4e679b04 · outbound

This paper cites an unresolved cited work.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Unresolved cited work

Reference 5

Resolution
malformed identifier
no resolver link, observed 2026-08-06T17:12:40.848089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:12:40.848089Z digest=sha256:7e998a56682c8ae1e23d73f121dfd7e91351fd778f10cfdc72f265a9a465ddc4

Observation 608e25e9-8fa4-427b-bf3a-3b5833b62cfe · outbound

This paper cites 1981.Multiple Attribute Decision Making: Methods and Applications - A State-of-the-Art Survey.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search 1981.Multiple Attribute Decision Making: Methods and Applications - A State-of-the-Art Survey

Reference 6

Resolution
malformed identifier
no resolver link, observed 2026-08-06T17:12:40.925960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:12:40.925960Z digest=sha256:e93dd1771ce876aed3597d7eb9303ce299023e360751125d4d3f940e74a29378

Observation 27709fe4-7c63-4460-8dd5-7f6dd66c7fd7 · outbound

This paper cites 1995.Building the operational data store.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search 1995.Building the operational data store

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:12:44.162788Z

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=2026-08-06T17:12:40.988334Z digest=sha256:72bf1ee51f4f4f1bb0888e80a4aa595826becc6320ff78f950f6743189435d19

Observation 32b5abf6-2e01-4851-9edc-1ef72376b838 · outbound

This paper cites an unresolved cited work.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T17:12:41.048772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:12:41.048772Z digest=sha256:272eec3b0ad97bc626c138b50f3d2708325548c972485d63c728065877aafdd9

Observation e4fe4317-53b9-4750-90ed-905dd5c21133 · outbound

This paper cites an unresolved cited work.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T17:12:41.173421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:12:41.173421Z digest=sha256:f7285b8ce2be6f7228549a0a3d4e303cdd6d82d1926a2d02b4afee18777e289b

Observation dbd9e2bf-20e1-4d8b-8ab7-3a57fd8e680d · outbound

This paper cites an unresolved cited work.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Unresolved cited work

Reference 10

Resolution
verified exact
doi, observed 2026-08-06T17:12:42.507971Z

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=2026-08-06T17:12:41.259294Z digest=sha256:ddc3778e3ba422c05c94f18562b5842f04ba1dcfaeb02fe0c115f8ac3d949c89

Observation cd5d7b86-2855-4504-98c1-677af10352a3 · outbound

This paper cites Malkov and Dmitry A.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Malkov and Dmitry A

Reference 11

Resolution
malformed identifier
no resolver link, observed 2026-08-06T17:12:41.331977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:12:41.331977Z digest=sha256:1c9ccdf7d806a24b18e641b0e349ac0004e746e1516ab94cdbf9faf5920ec15d

Observation 8fa06b5e-7aeb-447e-ba54-109436443a0c · outbound

This paper cites Faisal Mahbub Chowdhury, Alfio Massimiliano Gliozzo, Ariel Farkash, Michael R.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Faisal Mahbub Chowdhury, Alfio Massimiliano Gliozzo, Ariel Farkash, Michael R

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:12:44.048229Z

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=2026-08-06T17:12:41.370974Z digest=sha256:3e19226f2caae799b20f480f5a24445faee5b1d3e7b6c4d95c44667bbe76359c

Observation 4c79f4d1-f125-49fc-b8ce-72815550ee34 · outbound

This paper cites an unresolved cited work.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:12:43.852437Z

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=2026-08-06T17:12:41.445364Z digest=sha256:2030ff900445e7728de72ac47b0683182c4a9528b871bf49ee437bc3cc7ee24a

Observation ab476811-f610-454c-a094-0887e7e93c36 · outbound

This paper cites Miller, Ken Q.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Miller, Ken Q

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T17:12:41.527435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:12:41.527435Z digest=sha256:fd40f00260c3ca903a647fb15800ce9aceb26476b59fbe17adc649f58ed3b6d4

Observation 77d1a15e-0324-418e-9aee-d1397032b29d · outbound

This paper cites Pedregosa, G.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Pedregosa, G

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T17:12:41.612550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:12:41.612550Z digest=sha256:6e02d5e81dc7b54a9c6c3da4997217f937fa590fd1255a68e94e7dfef0936b14

Observation 3bb36ee8-cc74-4526-9020-07a68e12da1c · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T17:12:41.695072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:12:41.695072Z digest=sha256:f203052e1ebf0352f2f7985760826263aea5f6b77e77a7a11434ee27657d1cc2

Observation 13fa2896-bbd9-4f52-ba1e-c6d84d56c601 · outbound

This paper cites an unresolved cited work.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:12:43.719464Z

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=2026-08-06T17:12:41.778444Z digest=sha256:9a32264c4e71933dce8b5f728358526e9bbfa316ff42a0238437c0ee5f5ad44f

Observation 77f20640-6ae6-4994-99ce-cb692e9b34b2 · outbound

This paper cites Swami and K.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Swami and K

Reference 18

Resolution
verified exact
doi, observed 2026-08-06T17:12:42.413594Z

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=2026-08-06T17:12:41.846522Z digest=sha256:badedd83e2c0c4f3da69ca48638e4f371bd9183f3a4e8f6bb4c6458b83758320

Observation 468c7da0-6650-4b6c-b946-413d6b58695b · outbound

This paper cites Weidele, Mauro Martino, Abel N.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Weidele, Mauro Martino, Abel N

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T17:12:41.907213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:12:41.907213Z digest=sha256:8c3e6d5bb2d3afe056438296b83eda01c1cee2117c1174321395fd8ef65f4b74

Observation 00a1e044-6d9d-4a5d-9b97-3f3ee6f1be5d · outbound

This paper cites Weidele, Gaetano Rossiello, Gregory Bramble, Abel N.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Weidele, Gaetano Rossiello, Gregory Bramble, Abel N

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:12:43.591208Z

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=2026-08-06T17:12:41.987621Z digest=sha256:bcfdf48cd587d35c2c95f08d54c780cf0835ae5d1cbfc84c3b558df4f50b4226

Observation 5fb431d9-1cc7-43eb-814a-1804439495d9 · outbound

This paper cites an unresolved cited work.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T17:12:42.055972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:12:42.055972Z digest=sha256:972c09f56166ad9d970ec04b886fe6ce0ed32eaf64c36492ae98b2c11f5a2879

Observation ed0b73bd-cd87-42c6-8d9a-58593b1ea435 · outbound

This paper cites Pu, and Renée J.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Pu, and Renée J

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:12:43.415689Z

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=2026-08-06T17:12:42.120082Z digest=sha256:9aa2f8098b64024d81d8e5e86708fc2b3deb02ee585b8b51ff402ba6f826f5ee

Observation 0ddf1c59-5f3b-4607-8e64-f1a979d49d34 · outbound

This paper cites an unresolved cited work.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Unresolved cited work

Reference 1196

Resolution
unresolved
no resolver link, observed 2026-08-06T17:12:42.191754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:12:42.191754Z digest=sha256:a083c9cd8c5308d12a541254ee9558294b23495a84ac8f8c327e83cb4ca5dbbc

Observation 9e78a23b-2685-4fbd-a41f-9059d4c59099 · outbound

This paper cites an unresolved cited work.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search Unresolved cited work

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-06T17:12:41.110655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:12:41.110655Z digest=sha256:a5670b82fa9a0924269ef2639d5c7b6eb14f089d2d1ac1b4c1a7ee556389f142

Observation 78cfc81d-75ea-46a1-904a-22106a5c3a2b · outbound

This paper cites In 13th Conference on Innovative Data Systems Research, CIDR 2023, Amsterdam, The Netherlands, January 8-11, 2023.

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search In 13th Conference on Innovative Data Systems Research, CIDR 2023, Amsterdam, The Netherlands, January 8-11, 2023

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:12:44.317108Z

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=2026-08-06T17:12:40.520199Z digest=sha256:96ddb1e939c32e00fd80e37d8b17107a58a53b421b4eb3d62d5936156c9440ac

Pith citing papers

Observation dcf61efa-5c12-4c40-9aeb-06079023c079 · inbound

MosaicJoin: Compact Semantic Sketches for Value-Level Join Discovery cites this paper.

MosaicJoin: Compact Semantic Sketches for Value-Level Join Discovery TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-01T06:47:19.075519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T06:47:19.075519Z digest=sha256:57716414db87f13965933d687a665af547d8cab89cb1c0c51603cb7dc6d1f420