Triple

T8733635
Position Surface form Disambiguated ID Type / Status
Subject Ronin E207317 entity
Predicate screenwriter P2831 FINISHED
Object J.D. Zeik
J.D. Zeik is an American screenwriter best known for writing the action-thriller film "Ronin," starring Robert De Niro.
E794002 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: J.D. Zeik | Statement: [Ronin, screenwriter, J.D. Zeik]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: J.D. Zeik
Context triple: [Ronin, screenwriter, J.D. Zeik]
  • A. Jeff Dazey
    Jeff Dazey is a musician best known as a member of the soul and rock band Nathaniel Rateliff & The Night Sweats.
  • B. Scott Heiferman
    Scott Heiferman is an American entrepreneur best known for co-founding the social networking platform Meetup, which helps people organize and attend local in-person events.
  • C. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • D. Eric Jager
    Eric Jager is an American medievalist and author best known for his historical narrative "The Last Duel," which recounts a famous 14th-century French trial by combat.
  • E. Eric Danchick
    Eric Danchick is a film producer known for his work on the movie "Bound 2."
  • 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: J.D. Zeik
Triple: [Ronin, screenwriter, J.D. Zeik]
Generated description
J.D. Zeik is an American screenwriter best known for writing the action-thriller film "Ronin," starring Robert De Niro.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: J.D. Zeik
Target entity description: J.D. Zeik is an American screenwriter best known for writing the action-thriller film "Ronin," starring Robert De Niro.
  • A. Jeff Dazey
    Jeff Dazey is a musician best known as a member of the soul and rock band Nathaniel Rateliff & The Night Sweats.
  • B. Scott Heiferman
    Scott Heiferman is an American entrepreneur best known for co-founding the social networking platform Meetup, which helps people organize and attend local in-person events.
  • C. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • D. Eric Jager
    Eric Jager is an American medievalist and author best known for his historical narrative "The Last Duel," which recounts a famous 14th-century French trial by combat.
  • E. Eric Danchick
    Eric Danchick is a film producer known for his work on the movie "Bound 2."
  • 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_69ca8358e4008190898471a59b96c301 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d2a26988190acfda17f232e610a completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0f3391ff08190a725b0549fb0bc89 completed April 4, 2026, 11:17 a.m.
NEDg Description generation batch_69d0f46bd034819093e7157a3e1ac1fc completed April 4, 2026, 11:22 a.m.
NED2 Entity disambiguation (via description) batch_69d0f5bf64548190b40e97b279db5105 completed April 4, 2026, 11:27 a.m.
Created at: March 30, 2026, 6:37 p.m.