Triple
T22103921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Education (2019 film) |
E546236
|
entity |
| Predicate | RayRomanoRole |
P126191
|
FINISHED |
| Object | Bob Spicer |
—
|
NE NERFINISHED |
How this triple was built (3 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: Bob Spicer | Statement: [Bad Education (2019 film), RayRomanoRole, Bob Spicer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bob Spicer Context triple: [Bad Education (2019 film), RayRomanoRole, Bob Spicer]
-
A.
Bob Spicer
chosen
Bob Spicer is a supporting character in the 2019 dark comedy-drama film "Bad Education," involved in the true-story-inspired school district corruption scandal at the center of the plot.
-
B.
Nick Spicer
Nick Spicer is a film producer known for his work on independent genre and thriller films.
-
C.
Bruce Spence
Bruce Spence is an Australian character actor known for his distinctive tall, lanky appearance and roles in genre films such as the Mad Max series, The Lord of the Rings, and The Matrix.
-
D.
Tom Spencer
Tom Spencer is a fictional character who appears as a member of the elite law-enforcement team in the British television series "The Professionals."
-
E.
Mervyn Spence
Mervyn Spence is a Northern Irish rock bassist and vocalist known for his work with bands such as Wishbone Ash and Trapeze.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: RayRomanoRole Context triple: [Bad Education (2019 film), RayRomanoRole, Bob Spicer]
-
A.
characterVoicedBy Ray Romano
chosen
Indicates that the character is voiced by Ray Romano.
-
B.
RobMorrowRole
Indicates that a person has played a specific role in a work featuring Rob Morrow.
-
C.
roleInHaroldAndKumarSeries
Indicates that an entity portrays a character in the Harold and Kumar film series.
-
D.
characterVoicedBy Denis Leary
Indicates that the character is voiced by Denis Leary.
-
E.
cameoCharacter
Indicates that one entity appears briefly or in a minor, special-guest role within the context or work associated with another entity.
- F. None of above.
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_69e11e378dc08190896d6a51597afd5a |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1291815f88190a6eaf73e444dc1c2 |
completed | April 28, 2026, 9:39 p.m. |
| PD | Predicate disambiguation | batch_69e71b20ec50819096ac196c798f8e3c |
completed | April 21, 2026, 6:37 a.m. |
Created at: April 16, 2026, 8:30 p.m.