Triple
T8021464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IBM Thomas J. Watson Research Center |
E186749
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Stuart Feldman
Stuart Feldman is an American computer scientist best known for creating the Unix `make` build automation tool and for his influential work in software engineering and research leadership.
|
E747977
|
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: Stuart Feldman | Statement: [IBM Thomas J. Watson Research Center, employer, Stuart Feldman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart Feldman Context triple: [IBM Thomas J. Watson Research Center, employer, Stuart Feldman]
-
A.
Phillip Feldman
Phillip Feldman is a film producer best known for his work on the 1983 action thriller "Blue Thunder."
-
B.
Stuart Blumberg
Stuart Blumberg is an American screenwriter, director, and producer best known for his work on character-driven independent films, including the acclaimed drama "The Kids Are All Right."
-
C.
Stuart Ostrow
Stuart Ostrow is an American theatrical producer and director best known for developing and producing influential Broadway musicals in the mid-20th century.
-
D.
Stuart Bondek
Stuart Bondek is a politically incorrect, womanizing deputy mayor known for his outrageous behavior and dark humor on the sitcom "Spin City."
-
E.
Stuart Cornfeld
Stuart Cornfeld was an American film producer and longtime Ben Stiller collaborator known for producing hit comedies such as Tropic Thunder and Zoolander.
- 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: Stuart Feldman Triple: [IBM Thomas J. Watson Research Center, employer, Stuart Feldman]
Generated description
Stuart Feldman is an American computer scientist best known for creating the Unix `make` build automation tool and for his influential work in software engineering and research leadership.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuart Feldman Target entity description: Stuart Feldman is an American computer scientist best known for creating the Unix `make` build automation tool and for his influential work in software engineering and research leadership.
-
A.
Phillip Feldman
Phillip Feldman is a film producer best known for his work on the 1983 action thriller "Blue Thunder."
-
B.
Stuart Blumberg
Stuart Blumberg is an American screenwriter, director, and producer best known for his work on character-driven independent films, including the acclaimed drama "The Kids Are All Right."
-
C.
Stuart Ostrow
Stuart Ostrow is an American theatrical producer and director best known for developing and producing influential Broadway musicals in the mid-20th century.
-
D.
Stuart Bondek
Stuart Bondek is a politically incorrect, womanizing deputy mayor known for his outrageous behavior and dark humor on the sitcom "Spin City."
-
E.
Stuart Cornfeld
Stuart Cornfeld was an American film producer and longtime Ben Stiller collaborator known for producing hit comedies such as Tropic Thunder and Zoolander.
- 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_69ca82ac7fc081909b1398cf025423af |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3e8d90488190b57d1e748e272061 |
completed | March 31, 2026, 3:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cebb05716c8190aec1ea8f0d01443a |
completed | April 2, 2026, 6:52 p.m. |
| NEDg | Description generation | batch_69cebc9d4ca88190942c333806181b55 |
completed | April 2, 2026, 6:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cec0a9c39c8190a7bcecc6927b98f0 |
completed | April 2, 2026, 7:16 p.m. |
Created at: March 30, 2026, 5:20 p.m.