Triple
T382113
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Love Actually |
E8702
|
entity |
| Predicate | hasCastMember |
P2308
|
FINISHED |
| Object |
Billy Bob Thornton
Billy Bob Thornton is an American actor, filmmaker, and musician known for his roles in films like "Sling Blade," "Armageddon," and "Bad Santa," as well as for his distinctive Southern persona and darkly comedic performances.
|
E48035
|
NE FINISHED |
How this triple was built (4 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: Billy Bob Thornton | Statement: [Love Actually, hasCastMember, Billy Bob Thornton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billy Bob Thornton Context triple: [Love Actually, hasCastMember, Billy Bob Thornton]
-
A.
Kevin Costner
Kevin Costner is an American actor and filmmaker known for leading roles in films such as "Dances with Wolves," "Field of Dreams," and "The Bodyguard."
-
B.
Thomas Haden Church
Thomas Haden Church is an American actor known for roles in the TV series "Wings" and films such as "Sideways" and "Spider-Man 3."
-
C.
Clint Howard
Clint Howard is an American character actor known for his numerous supporting roles in film and television, often appearing in projects directed by his brother Ron Howard.
-
D.
Craig T. Nelson
Craig T. Nelson is an American actor best known for his Emmy-winning role as football coach Hayden Fox on the TV sitcom "Coach" and for voicing Bob Parr/Mr. Incredible in Pixar's "The Incredibles" films.
-
E.
Tom Wilkinson
Tom Wilkinson was an acclaimed English character actor known for his versatile performances in films such as "The Full Monty," "In the Bedroom," and "Michael Clayton."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Billy Bob Thornton Triple: [Love Actually, hasCastMember, Billy Bob Thornton]
Generated description
Billy Bob Thornton is an American actor, filmmaker, and musician known for his roles in films like "Sling Blade," "Armageddon," and "Bad Santa," as well as for his distinctive Southern persona and darkly comedic performances.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Billy Bob Thornton Target entity description: Billy Bob Thornton is an American actor, filmmaker, and musician known for his roles in films like "Sling Blade," "Armageddon," and "Bad Santa," as well as for his distinctive Southern persona and darkly comedic performances.
-
A.
Kevin Costner
Kevin Costner is an American actor and filmmaker known for leading roles in films such as "Dances with Wolves," "Field of Dreams," and "The Bodyguard."
-
B.
Thomas Haden Church
Thomas Haden Church is an American actor known for roles in the TV series "Wings" and films such as "Sideways" and "Spider-Man 3."
-
C.
Clint Howard
Clint Howard is an American character actor known for his numerous supporting roles in film and television, often appearing in projects directed by his brother Ron Howard.
-
D.
Craig T. Nelson
Craig T. Nelson is an American actor best known for his Emmy-winning role as football coach Hayden Fox on the TV sitcom "Coach" and for voicing Bob Parr/Mr. Incredible in Pixar's "The Incredibles" films.
-
E.
Tom Wilkinson
Tom Wilkinson was an acclaimed English character actor known for his versatile performances in films such as "The Full Monty," "In the Bedroom," and "Michael Clayton."
- F. None of above. chosen
Provenance (5 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_69a2e7f47dd08190a4e294ccbbe46cd4 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec2e3d5c8190b358bd9fd6b16a14 |
completed | Feb. 28, 2026, 1:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3fb0100fc8190819b977bb7a98d7f |
completed | March 1, 2026, 8:38 a.m. |
| NEDg | Description generation | batch_69a3fb6569e881909d52f07a4207ed24 |
completed | March 1, 2026, 8:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3fbdfdfcc81909ae03736623594d5 |
completed | March 1, 2026, 8:42 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.