Triple

T296138
Position Surface form Disambiguated ID Type / Status
Subject Max Martini E6095 entity
Predicate characterPlayed P1507 FINISHED
Object Mark "Oz" Geist in 13 Hours: The Secret Soldiers of Benghazi
Mark "Oz" Geist in *13 Hours: The Secret Soldiers of Benghazi* is a former U.S. Marine and member of the CIA Annex Security Team who helps defend the American diplomatic compound during the 2012 Benghazi attack.
E38410 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: Mark "Oz" Geist in 13 Hours: The Secret Soldiers of Benghazi | Statement: [Max Martini, characterPlayed, Mark "Oz" Geist in 13 Hours: The Secret Soldiers of Benghazi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mark "Oz" Geist in 13 Hours: The Secret Soldiers of Benghazi
Context triple: [Max Martini, characterPlayed, Mark "Oz" Geist in 13 Hours: The Secret Soldiers of Benghazi]
  • A. Christopher Jordan Wallace
    Christopher Jordan Wallace is an American actor and rapper, best known as the son of legendary hip-hop artist The Notorious B.I.G.
  • B. Brennan
    Brennan is a surname most prominently associated with William J. Brennan Jr., a long-serving and influential Associate Justice of the United States Supreme Court known for his progressive jurisprudence.
  • C. James D. Foley
    James D. Foley is a computer scientist best known for his pioneering work and influential textbooks in the field of computer graphics.
  • D. John O’Neill
    John O’Neill was a real-life FBI counterterrorism expert known for his early warnings about al-Qaeda and is prominently portrayed as a central figure in the book and TV adaptation "The Looming Tower."
  • E. Jackson Healy in The Nice Guys
    Jackson Healy in *The Nice Guys* is a tough, world-weary enforcer-for-hire who teams up with a hapless private investigator to unravel a dangerous conspiracy in 1970s Los Angeles.
  • 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: Mark "Oz" Geist in 13 Hours: The Secret Soldiers of Benghazi
Triple: [Max Martini, characterPlayed, Mark "Oz" Geist in 13 Hours: The Secret Soldiers of Benghazi]
Generated description
Mark "Oz" Geist in *13 Hours: The Secret Soldiers of Benghazi* is a former U.S. Marine and member of the CIA Annex Security Team who helps defend the American diplomatic compound during the 2012 Benghazi attack.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mark "Oz" Geist in 13 Hours: The Secret Soldiers of Benghazi
Target entity description: Mark "Oz" Geist in *13 Hours: The Secret Soldiers of Benghazi* is a former U.S. Marine and member of the CIA Annex Security Team who helps defend the American diplomatic compound during the 2012 Benghazi attack.
  • A. Christopher Jordan Wallace
    Christopher Jordan Wallace is an American actor and rapper, best known as the son of legendary hip-hop artist The Notorious B.I.G.
  • B. Brennan
    Brennan is a surname most prominently associated with William J. Brennan Jr., a long-serving and influential Associate Justice of the United States Supreme Court known for his progressive jurisprudence.
  • C. James D. Foley
    James D. Foley is a computer scientist best known for his pioneering work and influential textbooks in the field of computer graphics.
  • D. John O’Neill
    John O’Neill was a real-life FBI counterterrorism expert known for his early warnings about al-Qaeda and is prominently portrayed as a central figure in the book and TV adaptation "The Looming Tower."
  • E. Jackson Healy in The Nice Guys
    Jackson Healy in *The Nice Guys* is a tough, world-weary enforcer-for-hire who teams up with a hapless private investigator to unravel a dangerous conspiracy in 1970s Los Angeles.
  • 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_69a2e79114b081909490b3bf5a5dbb51 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ee002dd0819080f0841eb9107ee3 completed Feb. 28, 2026, 1:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3a88778b48190856af2e89d21621a completed March 1, 2026, 2:46 a.m.
NEDg Description generation batch_69a3a8f94d848190ad2410b5f8f8f79d completed March 1, 2026, 2:48 a.m.
NED2 Entity disambiguation (via description) batch_69a3a96d153081909fab6bace45206ec completed March 1, 2026, 2:50 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.