Triple

T3125123
Position Surface form Disambiguated ID Type / Status
Subject Rainforest Films E65278 entity
Predicate foundedBy P104 FINISHED
Object Rob Hardy
Rob Hardy is an American film director, producer, and screenwriter known for co-founding the production company Rainforest Films and for his work on various feature films and television series.
 E328347 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: Rob Hardy | Statement: [Rainforest Films, foundedBy, Rob Hardy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rob Hardy
Context triple: [Rainforest Films, foundedBy, Rob Hardy]
  • A. John Briscoe
    John Briscoe was a renowned engineer and water resources expert recognized globally for his contributions to water management and policy.
  • B. Lex Luger
    Lex Luger is an American record producer known for pioneering the bombastic, hard-hitting trap sound that shaped early 2010s hip-hop.
  • C. Bill Goldberg
    Bill Goldberg is a former professional wrestler and NFL player best known for his dominant undefeated streak in World Championship Wrestling (WCW) and later success in WWE.
  • D. Marcus Brody
    Marcus Brody is a scholarly, somewhat bumbling museum curator and close friend of Indiana Jones who appears in the Indiana Jones film series.
  • E. Triple H
    Triple H is a legendary professional wrestler and WWE executive known for his multiple world championships, influential backstage role, and status as one of the defining figures of modern sports entertainment.
  • 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: Rob Hardy
Triple: [Rainforest Films, foundedBy, Rob Hardy]
Generated description
Rob Hardy is an American film director, producer, and screenwriter known for co-founding the production company Rainforest Films and for his work on various feature films and television series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rob Hardy
Target entity description: Rob Hardy is an American film director, producer, and screenwriter known for co-founding the production company Rainforest Films and for his work on various feature films and television series.
  • A. John Briscoe
    John Briscoe was a renowned engineer and water resources expert recognized globally for his contributions to water management and policy.
  • B. Lex Luger
    Lex Luger is an American record producer known for pioneering the bombastic, hard-hitting trap sound that shaped early 2010s hip-hop.
  • C. Bill Goldberg
    Bill Goldberg is a former professional wrestler and NFL player best known for his dominant undefeated streak in World Championship Wrestling (WCW) and later success in WWE.
  • D. Marcus Brody
    Marcus Brody is a scholarly, somewhat bumbling museum curator and close friend of Indiana Jones who appears in the Indiana Jones film series.
  • E. Triple H
    Triple H is a legendary professional wrestler and WWE executive known for his multiple world championships, influential backstage role, and status as one of the defining figures of modern sports entertainment.
  • 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_69ad8580c72481909672d37acf647893 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada52e9f348190aa15b2c0d252719f completed March 8, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f75fbf081909a2957b7277c3aae completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b20fbe1ef081909ef8c11fef96fcf9 completed March 12, 2026, 12:58 a.m.
NED2 Entity disambiguation (via description) batch_69b2101960388190827cc3e64fdf293b completed March 12, 2026, 1 a.m.
Created at: March 8, 2026, 3:04 p.m.