Triple
T14981602
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matt Kaufmann |
E373588
|
entity |
| Predicate | coauthorWith |
P2389
|
FINISHED |
| Object |
David M. Russinoff
David M. Russinoff is a computer scientist known for his work in formal methods and hardware verification, particularly using the ACL2 theorem prover.
|
E1362071
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: David M. Russinoff | Statement: [Matt Kaufmann, coauthorWith, David M. Russinoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David M. Russinoff Context triple: [Matt Kaufmann, coauthorWith, David M. Russinoff]
-
A.
Michael G. Nathanson
Michael G. Nathanson is a film producer known for his work on major Hollywood movies, including the musical comedy-drama "Joyful Noise."
-
B.
Jay O. Rothman
Jay O. Rothman is an American attorney and academic leader who serves as president of the University of Wisconsin System.
-
C.
Paul S. Rosenbloom
Paul S. Rosenbloom is a computer scientist and cognitive scientist known for his foundational work in cognitive architectures and artificial intelligence.
-
D.
Steven A. Katz
Steven A. Katz is an American screenwriter best known for writing the metafictional horror film "Shadow of the Vampire."
-
E.
Michael B. Nathanson
Michael B. Nathanson is an American film producer known for his work on major Hollywood movies, including popular comedies and action blockbusters.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: David M. Russinoff Triple: [Matt Kaufmann, coauthorWith, David M. Russinoff]
Generated description
David M. Russinoff is a computer scientist known for his work in formal methods and hardware verification, particularly using the ACL2 theorem prover.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David M. Russinoff Target entity description: David M. Russinoff is a computer scientist known for his work in formal methods and hardware verification, particularly using the ACL2 theorem prover.
-
A.
Michael G. Nathanson
Michael G. Nathanson is a film producer known for his work on major Hollywood movies, including the musical comedy-drama "Joyful Noise."
-
B.
Jay O. Rothman
Jay O. Rothman is an American attorney and academic leader who serves as president of the University of Wisconsin System.
-
C.
Paul S. Rosenbloom
Paul S. Rosenbloom is a computer scientist and cognitive scientist known for his foundational work in cognitive architectures and artificial intelligence.
-
D.
Steven A. Katz
Steven A. Katz is an American screenwriter best known for writing the metafictional horror film "Shadow of the Vampire."
-
E.
Michael B. Nathanson
Michael B. Nathanson is an American film producer known for his work on major Hollywood movies, including popular comedies and action blockbusters.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d85ccbbcd48190acb56e7cf104d8ad |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded6fe42a081909308f788fdf024d5 |
completed | April 15, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f89123f0819086f3aeef4c309f63 |
completed | May 15, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_6a06f9666b2081908c02f7e0d63345d1 |
completed | May 15, 2026, 10:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f9efad4c81908415dc4b56a38ddc |
completed | May 15, 2026, 10:48 a.m. |
Created at: April 10, 2026, 2:52 a.m.