Triple
T9999314
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kris Paronto |
E197282
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object | Mitchell Zuckoff |
E197278
|
NE FINISHED |
How this triple was built (2 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: [Kris Paronto, coAuthor, Mitchell Zuckoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mitchell Zuckoff Context triple: [Kris Paronto, coAuthor, Mitchell Zuckoff]
-
A.
Mitchell Zuckoff
chosen
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."
-
B.
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."
-
C.
Patrick Radden Keefe
Patrick Radden Keefe is an American investigative journalist and author known for his deeply reported narrative nonfiction on topics such as the Troubles in Northern Ireland, the opioid crisis, and international crime.
-
D.
Jonathan Harr
Jonathan Harr is an American author and journalist best known for his nonfiction legal thriller "A Civil Action," which chronicles a landmark environmental lawsuit.
-
E.
Greg Grabianski
Greg Grabianski is a screenwriter best known for his work on the parody horror-comedy film "Scary Movie 2."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d2584bd6cc8190841353847dd2f00c |
completed | April 5, 2026, 12:40 p.m. |
Created at: March 30, 2026, 8:51 p.m.