Triple

T10000345
Position Surface form Disambiguated ID Type / Status
Subject CIA Annex Security Team E197309 entity
Predicate hasMember P10 FINISHED
Object Glen A. Doherty
Glen A. Doherty was a former U.S. Navy SEAL and CIA security contractor who was killed during the 2012 Benghazi attack in Libya.
 E906163 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: Glen A. Doherty | Statement: [CIA Annex Security Team, hasMember, Glen A. Doherty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Glen A. Doherty
Context triple: [CIA Annex Security Team, hasMember, Glen A. Doherty]
  • A. John P. McGovern
    John P. McGovern was an American allergist, medical educator, and philanthropist known for his significant contributions to medicine and support of biomedical humanities and ethics.
  • B. Charles M. Keally
    Charles M. Keally is an archaeologist and scholar known for his research on Japanese prehistory and the Jomon period.
  • C. James T. O'Donohoe
    James T. O'Donohoe was an American screenwriter active during the silent and early sound film era.
  • D. Edward P. Doherty
    Edward P. Doherty was a U.S. Army officer best known for leading the detachment that captured and killed President Abraham Lincoln’s assassin, John Wilkes Booth, at a farm near Port Royal, Virginia.
  • E. Brian M. Leahy
    Brian M. Leahy is a philosopher known for his work in logic, language, and the philosophy of mind.
  • 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: Glen A. Doherty
Triple: [CIA Annex Security Team, hasMember, Glen A. Doherty]
Generated description
Glen A. Doherty was a former U.S. Navy SEAL and CIA security contractor who was killed during the 2012 Benghazi attack in Libya.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Glen A. Doherty
Target entity description: Glen A. Doherty was a former U.S. Navy SEAL and CIA security contractor who was killed during the 2012 Benghazi attack in Libya.
  • A. John P. McGovern
    John P. McGovern was an American allergist, medical educator, and philanthropist known for his significant contributions to medicine and support of biomedical humanities and ethics.
  • B. Charles M. Keally
    Charles M. Keally is an archaeologist and scholar known for his research on Japanese prehistory and the Jomon period.
  • C. James T. O'Donohoe
    James T. O'Donohoe was an American screenwriter active during the silent and early sound film era.
  • D. Edward P. Doherty
    Edward P. Doherty was a U.S. Army officer best known for leading the detachment that captured and killed President Abraham Lincoln’s assassin, John Wilkes Booth, at a farm near Port Royal, Virginia.
  • E. Brian M. Leahy
    Brian M. Leahy is a philosopher known for his work in logic, language, and the philosophy of mind.
  • 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_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_69e42d406e2c8190ad27f3a5276be25f completed April 19, 2026, 1:17 a.m.
NEDg Description generation batch_69e4374700b881908ebb185ae020487b completed April 19, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69e4399385c08190852c3cbd730a1f11 completed April 19, 2026, 2:10 a.m.
Created at: March 30, 2026, 8:51 p.m.