Triple
T3664883
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 74th Academy Awards |
E77735
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Laura Ziskin
Laura Ziskin was an American film and television producer best known for her work on the Spider-Man film franchise and for being the first woman to solo-produce the Academy Awards telecast.
|
E378759
|
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: Laura Ziskin | Statement: [74th Academy Awards, producer, Laura Ziskin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laura Ziskin Context triple: [74th Academy Awards, producer, Laura Ziskin]
-
A.
Joan Micklin Silver
Joan Micklin Silver was an American film director and screenwriter known for her independent, character-driven films such as "Hester Street" and "Crossing Delancey."
-
B.
Amy Heckerling
Amy Heckerling is an American film director, producer, and screenwriter best known for influential comedies such as "Fast Times at Ridgemont High" and "Clueless."
-
C.
Robin Swicord
Robin Swicord is an American screenwriter and director known for her literary adaptations, including films such as Little Women (1994), Memoirs of a Geisha, and The Curious Case of Benjamin Button.
-
D.
Lee Russell
Lee Russell was an American photographer known for his work documenting rural life and poverty in the United States as part of the Farm Security Administration project during the Great Depression.
-
E.
Shari Springer Berman
Shari Springer Berman is an American filmmaker and screenwriter best known for co-writing and co-directing the acclaimed films "American Splendor" and "The Nanny Diaries."
- 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: Laura Ziskin Triple: [74th Academy Awards, producer, Laura Ziskin]
Generated description
Laura Ziskin was an American film and television producer best known for her work on the Spider-Man film franchise and for being the first woman to solo-produce the Academy Awards telecast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laura Ziskin Target entity description: Laura Ziskin was an American film and television producer best known for her work on the Spider-Man film franchise and for being the first woman to solo-produce the Academy Awards telecast.
-
A.
Joan Micklin Silver
Joan Micklin Silver was an American film director and screenwriter known for her independent, character-driven films such as "Hester Street" and "Crossing Delancey."
-
B.
Amy Heckerling
Amy Heckerling is an American film director, producer, and screenwriter best known for influential comedies such as "Fast Times at Ridgemont High" and "Clueless."
-
C.
Robin Swicord
Robin Swicord is an American screenwriter and director known for her literary adaptations, including films such as Little Women (1994), Memoirs of a Geisha, and The Curious Case of Benjamin Button.
-
D.
Lee Russell
Lee Russell was an American photographer known for his work documenting rural life and poverty in the United States as part of the Farm Security Administration project during the Great Depression.
-
E.
Shari Springer Berman
Shari Springer Berman is an American filmmaker and screenwriter best known for co-writing and co-directing the acclaimed films "American Splendor" and "The Nanny Diaries."
- 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_69ad85dfc4dc8190a441864202ab2a7a |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc400352081908c16a6a7670eb52a |
completed | March 8, 2026, 6:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b48848be788190acde46880918d36b |
completed | March 13, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_69b489c9a21081908b5e6468205e5c68 |
completed | March 13, 2026, 10:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4bcaa45cc8190a5db8bfd8845efb1 |
completed | March 14, 2026, 1:40 a.m. |
Created at: March 8, 2026, 3:25 p.m.