Triple
T9819226
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Debbie Berman |
E238484
|
entity |
| Predicate | hasWorkedWith |
P9615
|
FINISHED |
| Object | Ryan Fleck |
E664450
|
NE FINISHED |
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: Ryan Fleck | Statement: [Debbie Berman, hasWorkedWith, Ryan Fleck]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ryan Fleck Context triple: [Debbie Berman, hasWorkedWith, Ryan Fleck]
-
A.
Ryan Fleck
chosen
Ryan Fleck is an American filmmaker best known for co-directing character-driven dramas like "Half Nelson" and the Marvel superhero film "Captain Marvel," often in collaboration with Anna Boden.
-
B.
Brian Reitzell
Brian Reitzell is an American composer, producer, and former drummer best known for his atmospheric film and television scores and collaborations with directors like Sofia Coppola.
-
C.
Lawrence Holofcener
Lawrence Holofcener was an American-British actor, playwright, lyricist, and sculptor best known for his public sculptures, including the famous "Allies" statue of Churchill and Roosevelt in London.
-
D.
Paul J. Weitz
Paul J. Weitz was a NASA astronaut and U.S. Navy test pilot best known for his roles on the Skylab 2 mission and as commander of the first operational Space Shuttle flight, STS-6.
-
E.
Andrew Shue
Andrew Shue is an American actor and entrepreneur best known for his role on the television series "Melrose Place" and for co-founding the social networking site CafeMom.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca84dfde1481909f47c286d715f892 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb2f74e348190be8e4394ae6fe3fe |
completed | April 2, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5b599f88190a8f54771c4a75e58 |
completed | April 5, 2026, 3:23 a.m. |
Created at: March 30, 2026, 8:31 p.m.