Triple
T12582964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Ghost Story |
E300384
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | Toby Halbrooks |
E421824
|
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: Toby Halbrooks | Statement: [A Ghost Story, producer, Toby Halbrooks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toby Halbrooks Context triple: [A Ghost Story, producer, Toby Halbrooks]
-
A.
Toby Halbrooks
chosen
Toby Halbrooks is an American filmmaker and screenwriter known for his frequent collaborations with director David Lowery on independent and studio films.
-
B.
Toby Harvard
Toby Harvard is a British screenwriter known for his work on offbeat and genre-bending films, including collaborations with director Ant Timpson such as the horror-comedy "Come to Daddy."
-
C.
Toby Nealey
Toby Nealey is the central protagonist of the British thriller film "I Came By," around whom the story’s suspenseful events and moral conflicts revolve.
-
D.
Toby Nankervis
Toby Nankervis is an Australian rules footballer known as a premiership-winning ruckman and co-captain of the Richmond Football Club in the AFL.
-
E.
Toby Irvine
Toby Irvine is a British actor known for playing the younger version of the main character, Pip, in the 2012 film adaptation of "Great Expectations."
- 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_69d7bde87b648190bcd0266e9efde098 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d954b97a508190b6c901c506441dd0 |
completed | April 10, 2026, 7:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65ebab65081908a174586f0ebb16f |
completed | May 2, 2026, 8:29 p.m. |
Created at: April 9, 2026, 5:03 p.m.