Triple
T10281197
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dominic Toretto |
E241103
|
entity |
| Predicate | enemyTurnedAlly |
P93243
|
FINISHED |
| Object | Luke Hobbs |
E197199
|
NE FINISHED |
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: Luke Hobbs | Statement: [Dominic Toretto, enemyTurnedAlly, Luke Hobbs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luke Hobbs Context triple: [Dominic Toretto, enemyTurnedAlly, Luke Hobbs]
-
A.
Luke Hobbs
chosen
Luke Hobbs is a hulking, no-nonsense DSS agent and fan-favorite action hero from the Fast & Furious franchise known for his brute strength, loyalty, and deadpan humor.
-
B.
Wayne Rigsby
Wayne Rigsby is a fictional California Bureau of Investigation agent known for his easygoing demeanor, expertise in arson investigation, and romantic storyline with colleague Grace Van Pelt on the TV series "The Mentalist."
-
C.
Napoleon Solo
Napoleon Solo is a suave, resourceful American CIA agent who teams up with a KGB counterpart to thwart international threats in the 1960s-set spy adventure "The Man from U.N.C.L.E."
-
D.
Martin Riggs
Martin Riggs is a reckless yet skilled LAPD detective and former Special Forces soldier known for his suicidal bravado and complex emotional trauma in the Lethal Weapon franchise.
-
E.
Barrett Doss
Barrett Doss is an American actress and singer best known for her starring role as firefighter Victoria Hughes on the television drama series "Station 19."
- 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: enemyTurnedAlly Context triple: [Dominic Toretto, enemyTurnedAlly, Luke Hobbs]
-
A.
formerAllyOf
Indicates that an entity was once an ally of another entity but that alliance has since ended.
-
B.
changesAllianceOf
Indicates that one entity causes or initiates a change in the alliance or affiliation status of another entity.
-
C.
allianceShiftedTo
Indicates that an entity has changed its allegiance or partnership from one party to another.
-
D.
sometimesAllyOf
Indicates that one entity is an ally of another in some situations or periods, but not consistently or universally.
-
E.
allianceShiftedFrom
Indicates that an entity changed its alliance from one party or group to another.
- 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_69d381a94c1881908fc38fc263d9b9c2 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d7ccb7ec8190a538cf279e48116e |
completed | April 7, 2026, 10:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f8352a108190b3692a2de3cb4dea |
completed | April 9, 2026, 12:52 a.m. |
| PD | Predicate disambiguation | batch_69d4d1f117708190928f92ae2611d724 |
completed | April 7, 2026, 9:44 a.m. |
| PDg | Predicate description generation | batch_69d4d7cada7881908beba55a1dc9ecb9 |
completed | April 7, 2026, 10:09 a.m. |
Created at: April 6, 2026, 11:39 a.m.