Triple
T14393607
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heikki Mannila |
E356902
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object | David Hand |
E173045
|
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: David Hand | Statement: [Heikki Mannila, coAuthor, David Hand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Hand Context triple: [Heikki Mannila, coAuthor, David Hand]
-
A.
David Hand
chosen
David Hand was an American animator and film director best known for his pioneering work at Walt Disney Studios, including directing classic feature-length animated films.
-
B.
Lawrence Turman
Lawrence Turman is an American film producer best known for his work on influential Hollywood films and for his long career shaping and mentoring talent in the movie industry.
-
C.
Ernest Lehman
Ernest Lehman was an American screenwriter renowned for adapting major stage works and novels into classic Hollywood films, including North by Northwest, West Side Story, and The Sound of Music.
-
D.
Dale Wasserman
Dale Wasserman was an American playwright best known for writing the book for the musical "Man of La Mancha" and the stage adaptation of "One Flew Over the Cuckoo's Nest."
-
E.
Eric Heisserer
Eric Heisserer is an American screenwriter, producer, and comic book writer best known for his work on films like "Arrival" and for creating the Netflix series "Shadow and Bone."
- 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_69d827927c988190ad98bb0360981783 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de902d114881908a8f3c01b3c6d309 |
completed | April 14, 2026, 7:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd551b006c8190b84449f2e2b59b62 |
completed | May 8, 2026, 3:14 a.m. |
Created at: April 10, 2026, 1:16 a.m.