Triple

T6464829
Position Surface form Disambiguated ID Type / Status
Subject Iron Eagle E142207 entity
Predicate producer P490 FINISHED
Object Ron Samuels
Ron Samuels is a film producer best known for his work on the 1986 action movie "Iron Eagle."
 E603613 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: Ron Samuels | Statement: [Iron Eagle, producer, Ron Samuels]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ron Samuels
Context triple: [Iron Eagle, producer, Ron Samuels]
  • A. Brian Souter
    Brian Souter is a Scottish businessman best known as the co-founder of the Stagecoach Group and a prominent figure in the UK transport industry.
  • B. Sam Haskins
    Sam Haskins was a South African-born British photographer best known for his influential 1960s fashion and nude photography, particularly the book "Cowboy Kate & Other Stories."
  • C. Don Saleski
    Don Saleski is a former NHL right winger best known for his gritty, physical play with the Philadelphia Flyers during their 1970s "Broad Street Bullies" era.
  • D. Ben Scrivens
    Ben Scrivens is a Canadian former professional ice hockey goaltender who played in the NHL for teams including the Toronto Maple Leafs, Edmonton Oilers, and Montreal Canadiens.
  • E. Greg DePaul
    Greg DePaul is an American screenwriter and playwright best known for co-writing the romantic comedy film "Bride Wars."
  • 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: Ron Samuels
Triple: [Iron Eagle, producer, Ron Samuels]
Generated description
Ron Samuels is a film producer best known for his work on the 1986 action movie "Iron Eagle."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ron Samuels
Target entity description: Ron Samuels is a film producer best known for his work on the 1986 action movie "Iron Eagle."
  • A. Brian Souter
    Brian Souter is a Scottish businessman best known as the co-founder of the Stagecoach Group and a prominent figure in the UK transport industry.
  • B. Sam Haskins
    Sam Haskins was a South African-born British photographer best known for his influential 1960s fashion and nude photography, particularly the book "Cowboy Kate & Other Stories."
  • C. Don Saleski
    Don Saleski is a former NHL right winger best known for his gritty, physical play with the Philadelphia Flyers during their 1970s "Broad Street Bullies" era.
  • D. Ben Scrivens
    Ben Scrivens is a Canadian former professional ice hockey goaltender who played in the NHL for teams including the Toronto Maple Leafs, Edmonton Oilers, and Montreal Canadiens.
  • E. Greg DePaul
    Greg DePaul is an American screenwriter and playwright best known for co-writing the romantic comedy film "Bride Wars."
  • 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_69c008d3bf4c8190bcf798c5ba9d6fb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06a10305081909521ee200cf70a30 completed March 22, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d50423808190817cad8601490a77 completed March 27, 2026, 7:05 p.m.
NEDg Description generation batch_69c6d6732d9c8190878b54902306b128 completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d82d77388190a3022a2366a5aec7 completed March 27, 2026, 7:19 p.m.
Created at: March 22, 2026, 4:49 p.m.