Triple
T7494525
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beauty and the Beast (2017 film) |
E177090
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | David Hoberman |
E244202
|
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 Hoberman | Statement: [Beauty and the Beast (2017 film), producer, David Hoberman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Hoberman Context triple: [Beauty and the Beast (2017 film), producer, David Hoberman]
-
A.
David Hoberman
chosen
David Hoberman is an American film and television producer known for founding Mandeville Films and producing acclaimed movies such as "The Fighter."
-
B.
Douglas Kellner
Douglas Kellner is an American critical theorist and cultural studies scholar known for his analyses of media, technology, and contemporary society.
-
C.
Fredric Jameson
Fredric Jameson is an American literary critic and Marxist theorist best known for his analyses of postmodernism, late capitalism, and cultural theory.
-
D.
David Berenbaum
David Berenbaum is an American screenwriter best known for writing the popular Christmas comedy film "Elf."
-
E.
Susan Buck-Morss
Susan Buck-Morss is an American philosopher and critical theorist known for her work on Frankfurt School thought, visual culture, and global political modernity.
- 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_69c69f2583808190bd1a4936c42a5815 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f57b5b4c8190ab839e6a98ee86ed |
completed | March 27, 2026, 9:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c819f00819087fef27e4f4fdc1c |
completed | March 28, 2026, 8:39 p.m. |
Created at: March 27, 2026, 3:43 p.m.