Triple
T5444626
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Heyman |
E122216
|
entity |
| Predicate | parent |
P120
|
FINISHED |
| Object | John Heyman |
E380097
|
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: John Heyman | Statement: [David Heyman, parent, John Heyman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Heyman Context triple: [David Heyman, parent, John Heyman]
-
A.
John Heyman
chosen
John Heyman was a British film and television producer and financier known for backing and producing a range of notable international films from the 1960s onward.
-
B.
Jac Holzman
Jac Holzman is an American music industry executive best known as the founder of Elektra Records and a pioneering figure in the development of the modern record label.
-
C.
Robert Hohman
Robert Hohman is an American entrepreneur best known as the co-founder and former CEO of Glassdoor, a popular platform for anonymous employee reviews and salary information.
-
D.
Murray Bauman
Murray Bauman is a paranoid yet sharp-witted former investigative journalist and conspiracy theorist who becomes an ally to the main characters in the supernatural events of the Stranger Things series.
-
E.
Ted Berman
Ted Berman was an American animator and film director best known for his work at Walt Disney Productions during the studio’s classic and transitional eras.
- 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_69bd4640f52c81909e653ec361f66d76 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91ce3e4081908e11a731416c0378 |
completed | March 20, 2026, 6:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf7fd5099081908ace06c317f6afd1 |
completed | March 22, 2026, 5:36 a.m. |
Created at: March 20, 2026, 2:07 p.m.