Triple

T2495792
Position Surface form Disambiguated ID Type / Status
Subject Toys for Bob E52149 entity
Predicate foundedBy P104 FINISHED
Object Fred Ford
Fred Ford is a video game designer and programmer best known as the co-creator of the Star Control series and co-founder of the game development studio Toys for Bob.
E273689 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: Fred Ford | Statement: [Toys for Bob, foundedBy, Fred Ford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fred Ford
Context triple: [Toys for Bob, foundedBy, Fred Ford]
  • A. Fred Williamson
    Fred Williamson is an American actor and former professional football player best known for his roles in 1970s blaxploitation films and numerous action and genre movies.
  • B. Roy Farrell
    Roy Farrell was an American entrepreneur and aviation pioneer best known for co-founding the Hong Kong-based airline Cathay Pacific in the mid-20th century.
  • C. Roy McFarland
    Roy McFarland is a former English central defender best known for his key role in Derby County’s successful teams of the late 1960s and 1970s and for earning numerous caps for the England national team.
  • D. Randolph Miller
    Randolph Miller is a young American boy in Henry James's novella "Daisy Miller," known as the outspoken and precocious younger brother of the title character.
  • E. Lou Ford
    Lou Ford is a seemingly mild-mannered small-town deputy sheriff whose hidden psychopathic violence drives the plot of Jim Thompson’s noir story "The Killer Inside Me."
  • 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: Fred Ford
Triple: [Toys for Bob, foundedBy, Fred Ford]
Generated description
Fred Ford is a video game designer and programmer best known as the co-creator of the Star Control series and co-founder of the game development studio Toys for Bob.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fred Ford
Target entity description: Fred Ford is a video game designer and programmer best known as the co-creator of the Star Control series and co-founder of the game development studio Toys for Bob.
  • A. Fred Williamson
    Fred Williamson is an American actor and former professional football player best known for his roles in 1970s blaxploitation films and numerous action and genre movies.
  • B. Roy Farrell
    Roy Farrell was an American entrepreneur and aviation pioneer best known for co-founding the Hong Kong-based airline Cathay Pacific in the mid-20th century.
  • C. Roy McFarland
    Roy McFarland is a former English central defender best known for his key role in Derby County’s successful teams of the late 1960s and 1970s and for earning numerous caps for the England national team.
  • D. Randolph Miller
    Randolph Miller is a young American boy in Henry James's novella "Daisy Miller," known as the outspoken and precocious younger brother of the title character.
  • E. Lou Ford
    Lou Ford is a seemingly mild-mannered small-town deputy sheriff whose hidden psychopathic violence drives the plot of Jim Thompson’s noir story "The Killer Inside Me."
  • 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_69ab4955111c8190835bf619adec21ff completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1abd3688190b5874249e1e333bc completed March 7, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f98a1a48190bc9eeb25868a2f9b completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af236665488190ab178fe27bb078b6 completed March 9, 2026, 7:45 p.m.
NED2 Entity disambiguation (via description) batch_69af23eac91881908c232fa5ea0ed587 completed March 9, 2026, 7:47 p.m.
Created at: March 6, 2026, 9:45 p.m.