Triple
T23023102
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loser |
E573222
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object | Amy Heckerling |
—
|
NE NERFINISHED |
How this triple was built (2 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: Amy Heckerling | Statement: [Loser, director, Amy Heckerling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amy Heckerling Context triple: [Loser, director, Amy Heckerling]
-
A.
Amy Heckerling
chosen
Amy Heckerling is an American film director, producer, and screenwriter best known for influential comedies such as "Fast Times at Ridgemont High" and "Clueless."
-
B.
Susan Seidelman
Susan Seidelman is an American film and television director known for her stylish, offbeat comedies and for helping bring independent, female-driven stories into the mainstream in the 1980s.
-
C.
Jill Haynes
Jill Haynes is a character in the film "Shampoo," known as one of the women romantically involved with the protagonist, George Roundy.
-
D.
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.
-
E.
Mary Harron
Mary Harron is a Canadian filmmaker and screenwriter best known for her stylish, psychologically incisive films exploring gender, power, and violence, including the cult classic adaptation of American Psycho.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245b821008190b0e09cb02092aae1 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f183ea23088190b2f42d9bf01514ac |
completed | April 29, 2026, 4:07 a.m. |
Created at: April 17, 2026, 3:52 p.m.