Triple
T1749323
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 13 Hours: The Secret Soldiers of Benghazi |
E38402
|
entity |
| Predicate | authorOfSourceMaterial |
P2806
|
FINISHED |
| Object |
Mitchell Zuckoff
Mitchell Zuckoff is an American journalist, nonfiction author, and Boston University professor known for his narrative histories and investigative works, including the book that inspired the film "13 Hours: The Secret Soldiers of Benghazi."
|
E197278
|
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: Mitchell Zuckoff | Statement: [13 Hours: The Secret Soldiers of Benghazi, authorOfSourceMaterial, Mitchell Zuckoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mitchell Zuckoff Context triple: [13 Hours: The Secret Soldiers of Benghazi, authorOfSourceMaterial, Mitchell Zuckoff]
-
A.
David Grann
David Grann is an American journalist and bestselling author known for his meticulously researched narrative nonfiction works such as "The Lost City of Z" and "Killers of the Flower Moon."
-
B.
Arnie Risen
Arnie Risen was an American professional basketball center and Naismith Memorial Basketball Hall of Famer who starred in the early NBA, winning championships with the Rochester Royals and Boston Celtics.
-
C.
Seth Grahame-Smith
Seth Grahame-Smith is an American author, screenwriter, and producer best known for works like "Pride and Prejudice and Zombies," "Abraham Lincoln: Vampire Hunter," and his involvement in various horror and genre film projects.
-
D.
Jeffrey Kluger
Jeffrey Kluger is an American science and technology journalist and author best known for co-writing the book about the Apollo 13 mission that inspired the film adaptation.
-
E.
Tracy Kidder
Tracy Kidder is a Pulitzer Prize–winning American author best known for his narrative nonfiction works such as "The Soul of a New Machine" and "Mountains Beyond Mountains."
- 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: Mitchell Zuckoff Triple: [13 Hours: The Secret Soldiers of Benghazi, authorOfSourceMaterial, Mitchell Zuckoff]
Generated description
Mitchell Zuckoff is an American journalist, nonfiction author, and Boston University professor known for his narrative histories and investigative works, including the book that inspired the film "13 Hours: The Secret Soldiers of Benghazi."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mitchell Zuckoff Target entity description: Mitchell Zuckoff is an American journalist, nonfiction author, and Boston University professor known for his narrative histories and investigative works, including the book that inspired the film "13 Hours: The Secret Soldiers of Benghazi."
-
A.
David Grann
David Grann is an American journalist and bestselling author known for his meticulously researched narrative nonfiction works such as "The Lost City of Z" and "Killers of the Flower Moon."
-
B.
Arnie Risen
Arnie Risen was an American professional basketball center and Naismith Memorial Basketball Hall of Famer who starred in the early NBA, winning championships with the Rochester Royals and Boston Celtics.
-
C.
Seth Grahame-Smith
Seth Grahame-Smith is an American author, screenwriter, and producer best known for works like "Pride and Prejudice and Zombies," "Abraham Lincoln: Vampire Hunter," and his involvement in various horror and genre film projects.
-
D.
Jeffrey Kluger
Jeffrey Kluger is an American science and technology journalist and author best known for co-writing the book about the Apollo 13 mission that inspired the film adaptation.
-
E.
Tracy Kidder
Tracy Kidder is a Pulitzer Prize–winning American author best known for his narrative nonfiction works such as "The Soul of a New Machine" and "Mountains Beyond Mountains."
- 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_69a8862bdb2081908aefe831c8aa8017 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa63ee4d2081909dfd6d3244228c56 |
completed | March 6, 2026, 5:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0e21e58819082943212bd725581 |
completed | March 8, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69ada1a2fb9481909d9ed587921ca6b6 |
completed | March 8, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ada4dfc9188190845a4e4490318d68 |
completed | March 8, 2026, 4:33 p.m. |
Created at: March 4, 2026, 7:31 p.m.