Triple

T11366587
Position Surface form Disambiguated ID Type / Status
Subject Afterburn/Aftershock E269221 entity
Predicate hasCastMember P2308 FINISHED
Object Gregory Zarian
Gregory Zarian is an American actor known for his work in film and television, including roles in dramas and thrillers.
E921659 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: Gregory Zarian | Statement: [Afterburn/Aftershock, hasCastMember, Gregory Zarian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gregory Zarian
Context triple: [Afterburn/Aftershock, hasCastMember, Gregory Zarian]
  • A. Jonathan Hadary
    Jonathan Hadary is an American stage and screen actor known for his work in Broadway productions and various film and television roles.
  • B. Gregory Chamitoff
    Gregory Chamitoff is a Canadian-born American engineer and former NASA astronaut who flew on multiple Space Shuttle missions and served long-duration stays aboard the International Space Station.
  • C. Mark Goldblatt
    Mark Goldblatt is an American film editor best known for his work on high-profile action movies such as The Terminator, Predator 2, and Rambo: First Blood Part II.
  • D. Jeffrey Auerbach
    Jeffrey Auerbach is a film producer best known for his work on the stop-motion animated feature "Corpse Bride."
  • E. Michael Zaslow
    Michael Zaslow was an American actor best known for his long-running roles on daytime soap operas, particularly as complex, often villainous characters.
  • 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: Gregory Zarian
Triple: [Afterburn/Aftershock, hasCastMember, Gregory Zarian]
Generated description
Gregory Zarian is an American actor known for his work in film and television, including roles in dramas and thrillers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gregory Zarian
Target entity description: Gregory Zarian is an American actor known for his work in film and television, including roles in dramas and thrillers.
  • A. Jonathan Hadary
    Jonathan Hadary is an American stage and screen actor known for his work in Broadway productions and various film and television roles.
  • B. Gregory Chamitoff
    Gregory Chamitoff is a Canadian-born American engineer and former NASA astronaut who flew on multiple Space Shuttle missions and served long-duration stays aboard the International Space Station.
  • C. Mark Goldblatt
    Mark Goldblatt is an American film editor best known for his work on high-profile action movies such as The Terminator, Predator 2, and Rambo: First Blood Part II.
  • D. Jeffrey Auerbach
    Jeffrey Auerbach is a film producer best known for his work on the stop-motion animated feature "Corpse Bride."
  • E. Michael Zaslow
    Michael Zaslow was an American actor best known for his long-running roles on daytime soap operas, particularly as complex, often villainous characters.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea88558c8190aa18881af51a7b96 completed April 9, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e556718fc481908543ed4bc5fe3d6e completed April 19, 2026, 10:25 p.m.
NEDg Description generation batch_69e562c6e7c8819098d22a6e0daa4a51 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56a472f0c819086c1cccaa5ca0ae7 completed April 19, 2026, 11:50 p.m.
Created at: April 8, 2026, 9:33 p.m.