Triple
T10000396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CIA Annex in Benghazi |
E197310
|
entity |
| Predicate | notableCasualtyAt |
P870
|
FINISHED |
| Object | Tyrone S. Woods |
E221604
|
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: Tyrone S. Woods | Statement: [CIA Annex in Benghazi, notableCasualtyAt, Tyrone S. Woods]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tyrone S. Woods Context triple: [CIA Annex in Benghazi, notableCasualtyAt, Tyrone S. Woods]
-
A.
Tyrone S. Woods
chosen
Tyrone S. Woods was a former U.S. Navy SEAL and CIA security contractor who was killed while defending American personnel during the 2012 Benghazi attack in Libya.
-
B.
Darryl W. Perry
Darryl W. Perry is an American libertarian activist, author, and perennial political candidate known for his involvement in the Libertarian Party and the Free State Project in New Hampshire.
-
C.
Dewayne E. Perry
Dewayne E. Perry is a prominent software engineering researcher known for his influential contributions to the field, recognized by honors such as the ACM SIGSOFT Outstanding Research Award.
-
D.
Anthony Tillmon Williams
Anthony Tillmon Williams, better known as Tony Williams, was a highly influential American jazz drummer renowned for his innovative work with the Miles Davis Quintet and his pioneering role in jazz fusion.
-
E.
Antonio Dixon
Antonio Dixon is an American record producer and songwriter known for his work in contemporary R&B and pop music with prominent artists.
- 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: notableCasualtyAt Context triple: [CIA Annex in Benghazi, notableCasualtyAt, Tyrone S. Woods]
-
A.
notableDeath
Indicates that an entity’s death is considered significant or noteworthy in some context.
-
B.
casualtiesAssociatedWithEvent
Indicates that certain casualties (deaths or injuries) are linked to, or resulted from, a specific event.
-
C.
primaryCasualtiesFrom
Indicates that an entity is the main source or cause of the casualties experienced by another entity.
-
D.
notableVictim
chosen
Indicates that the subject is a person or entity who is notably recognized as a victim of the object (such as an event, crime, or harmful action).
-
E.
causeOfDeathsCommemorated
Indicates that one entity is the cause of the deaths that are formally remembered or honored by another entity.
- F. None of above.
Provenance (4 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_69d30020305c81909c4fb01291c70cb6 |
completed | April 6, 2026, 12:36 a.m. |
| PD | Predicate disambiguation | batch_69cd1da2cf9081908a6c0eb5247d0bc2 |
completed | April 1, 2026, 1:29 p.m. |
Created at: March 30, 2026, 8:51 p.m.