Triple
T9999990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dr. Gillian Foster |
E197299
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object | Dr. Cal Lightman |
E197298
|
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: Dr. Cal Lightman | Statement: [Dr. Gillian Foster, worksWith, Dr. Cal Lightman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Cal Lightman Context triple: [Dr. Gillian Foster, worksWith, Dr. Cal Lightman]
-
A.
Dr. Cal Lightman
chosen
Dr. Cal Lightman is a brilliant but abrasive deception expert who leads a team that uses facial expressions and body language to uncover the truth in the TV series "Lie to Me."
-
B.
Dan Humphrey
Dan Humphrey is a central character in the TV series "Gossip Girl," portrayed as an outsider from Brooklyn whose relationships and secret identity drive much of the show's drama.
-
C.
Jeffrey Lockhart
Jeffrey Lockhart is the introspective, middle-aged narrator of Don DeLillo’s novel "Zero K," who grapples with mortality, technology, and his fraught relationship with his billionaire father.
-
D.
Quentin Jacobsen
Quentin Jacobsen is the introspective teenage protagonist of John Green’s novel "Paper Towns," whose search for his enigmatic neighbor Margo Roth Spiegelman drives the story’s coming-of-age journey.
-
E.
Will Hunting
Will Hunting is a troubled but brilliant young janitor from South Boston whose extraordinary mathematical talent is discovered and nurtured in the film "Good Will Hunting."
- 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_69ca82f3b61c81908ecc2c1c96dbc2e4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcc8dc9c081909b6d20909ada09cf |
completed | April 2, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2584bd6cc8190841353847dd2f00c |
completed | April 5, 2026, 12:40 p.m. |
Created at: March 30, 2026, 8:51 p.m.