Triple
T1749357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 13 Hours: The Secret Soldiers of Benghazi |
E38402
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Kris Paronto
Kris Paronto is a former U.S. Army Ranger and private security contractor best known for his role defending the American diplomatic compound during the 2012 Benghazi attack, as later depicted in the film "13 Hours: The Secret Soldiers of Benghazi."
|
E197282
|
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: Kris Paronto | Statement: [13 Hours: The Secret Soldiers of Benghazi, mainCharacter, Kris Paronto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kris Paronto Context triple: [13 Hours: The Secret Soldiers of Benghazi, mainCharacter, Kris Paronto]
-
A.
Nunivak Cupik
Nunivak Cupik are an Alaska Native Yupik people indigenous to Nunivak Island, known for their distinct language, culture, and traditional subsistence lifestyle.
-
B.
Julanne Johnston
Julanne Johnston was an American silent film actress best known for her role opposite Douglas Fairbanks in the classic 1924 fantasy film "The Thief of Bagdad."
-
C.
Kevin Yagher
Kevin Yagher is an American special effects and makeup artist and director best known for his work on horror and fantasy films and for creating iconic genre characters.
-
D.
Ray Nicolette
Ray Nicolette is a fictional ATF agent who appears in Elmore Leonard’s crime novels and their film adaptations, notably portrayed by Michael Keaton in "Jackie Brown" and "Out of Sight."
-
E.
Ian Hendrickson-Smith
Ian Hendrickson-Smith is an American jazz saxophonist and flutist known for his work as a versatile session musician and performer with various prominent bands and artists.
- 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: Kris Paronto Triple: [13 Hours: The Secret Soldiers of Benghazi, mainCharacter, Kris Paronto]
Generated description
Kris Paronto is a former U.S. Army Ranger and private security contractor best known for his role defending the American diplomatic compound during the 2012 Benghazi attack, as later depicted in the film "13 Hours: The Secret Soldiers of Benghazi."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kris Paronto Target entity description: Kris Paronto is a former U.S. Army Ranger and private security contractor best known for his role defending the American diplomatic compound during the 2012 Benghazi attack, as later depicted in the film "13 Hours: The Secret Soldiers of Benghazi."
-
A.
Nunivak Cupik
Nunivak Cupik are an Alaska Native Yupik people indigenous to Nunivak Island, known for their distinct language, culture, and traditional subsistence lifestyle.
-
B.
Julanne Johnston
Julanne Johnston was an American silent film actress best known for her role opposite Douglas Fairbanks in the classic 1924 fantasy film "The Thief of Bagdad."
-
C.
Gregory Widen
Gregory Widen is an American screenwriter and director best known for creating the film "Highlander" and writing the screenplay for the firefighter drama "Backdraft."
-
D.
Kevin Yagher
Kevin Yagher is an American special effects and makeup artist and director best known for his work on horror and fantasy films and for creating iconic genre characters.
-
E.
Ray Nicolette
Ray Nicolette is a fictional ATF agent who appears in Elmore Leonard’s crime novels and their film adaptations, notably portrayed by Michael Keaton in "Jackie Brown" and "Out of Sight."
- 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.