Triple
T9825914
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dede Allen |
E238651
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Stephen Fleischman
Stephen Fleischman is an American documentary filmmaker and television producer best known for his work at PBS and for being married to acclaimed film editor Dede Allen.
|
E827789
|
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: Stephen Fleischman | Statement: [Dede Allen, spouse, Stephen Fleischman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Fleischman Context triple: [Dede Allen, spouse, Stephen Fleischman]
-
A.
David Fleishman
David Fleishman is an American educational administrator known for leading the Newton Public Schools district in Massachusetts.
-
B.
Harry Tugend
Harry Tugend was an American screenwriter known for his work on mid-20th-century Hollywood films, including the comedy-drama "Pocketful of Miracles."
-
C.
Morton Heiligman
Morton Heiligman is an academic known for supervising the doctoral work of computer scientist and Smalltalk pioneer Adele Goldberg.
-
D.
Steven Maurer
Steven Maurer is a notable individual who shares the surname Maurer and has achieved sufficient prominence to be specifically recognized as a bearer of that name.
-
E.
Howard E. Koch
Howard E. Koch was an American screenwriter best known for his work on classic Hollywood films such as "Casablanca" and for his involvement in the infamous 1938 "War of the Worlds" radio broadcast.
- 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: Stephen Fleischman Triple: [Dede Allen, spouse, Stephen Fleischman]
Generated description
Stephen Fleischman is an American documentary filmmaker and television producer best known for his work at PBS and for being married to acclaimed film editor Dede Allen.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen Fleischman Target entity description: Stephen Fleischman is an American documentary filmmaker and television producer best known for his work at PBS and for being married to acclaimed film editor Dede Allen.
-
A.
David Fleishman
David Fleishman is an American educational administrator known for leading the Newton Public Schools district in Massachusetts.
-
B.
Harry Tugend
Harry Tugend was an American screenwriter known for his work on mid-20th-century Hollywood films, including the comedy-drama "Pocketful of Miracles."
-
C.
Morton Heiligman
Morton Heiligman is an academic known for supervising the doctoral work of computer scientist and Smalltalk pioneer Adele Goldberg.
-
D.
Steven Maurer
Steven Maurer is a notable individual who shares the surname Maurer and has achieved sufficient prominence to be specifically recognized as a bearer of that name.
-
E.
Howard E. Koch
Howard E. Koch was an American screenwriter best known for his work on classic Hollywood films such as "Casablanca" and for his involvement in the infamous 1938 "War of the Worlds" radio broadcast.
- 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_69ca84e0dd1881909800765d1e21f735 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb32370e8819087c85fb8328587be |
completed | April 2, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1ead061388190abbed7eb29e8ea52 |
completed | April 5, 2026, 4:53 a.m. |
| NEDg | Description generation | batch_69d1ec05d39c81909debbe9ae7869379 |
completed | April 5, 2026, 4:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1ecd530e88190a92867a61b291106 |
completed | April 5, 2026, 5:02 a.m. |
Created at: March 30, 2026, 8:31 p.m.