Triple

T8629568
Position Surface form Disambiguated ID Type / Status
Subject Walkerton, Indiana E204365 entity
Predicate namedFor P63 FINISHED
Object John Walkerton
John Walkerton is the individual after whom the town of Walkerton, Indiana, was named, likely an early settler or prominent local figure in its history.
 E746851 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: John Walkerton | Statement: [Walkerton, Indiana, namedFor, John Walkerton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Walkerton
Context triple: [Walkerton, Indiana, namedFor, John Walkerton]
  • A. Michael Tucker
    Michael Tucker is an American actor best known for his work in film, television, and theater, including roles in projects like the Woody Allen film "Radio Days" and the TV series "L.A. Law."
  • B. Phil Wenneck
    Phil Wenneck is a charismatic, fast-talking schoolteacher and member of the "Wolfpack" whose misadventures drive much of the comedy in The Hangover film series.
  • C. John Dombrowski
    John Dombrowski is a notable individual who carries the Dombrowski surname, recognized enough to be specifically cited as a bearer of the name.
  • D. Tim McClelland
    Tim McClelland is a former Major League Baseball umpire known for his long tenure, distinctive strike zone, and involvement in several high-profile postseason games.
  • E. David Mullen
    David Mullen is a Grammy-nominated American Christian singer-songwriter and producer known for his contributions to contemporary Christian music in the 1990s and 2000s.
  • 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: John Walkerton
Triple: [Walkerton, Indiana, namedFor, John Walkerton]
Generated description
John Walkerton is the individual after whom the town of Walkerton, Indiana, was named, likely an early settler or prominent local figure in its history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Walkerton
Target entity description: John Walkerton is the individual after whom the town of Walkerton, Indiana, was named, likely an early settler or prominent local figure in its history.
  • A. Michael Tucker
    Michael Tucker is an American actor best known for his work in film, television, and theater, including roles in projects like the Woody Allen film "Radio Days" and the TV series "L.A. Law."
  • B. Phil Wenneck
    Phil Wenneck is a charismatic, fast-talking schoolteacher and member of the "Wolfpack" whose misadventures drive much of the comedy in The Hangover film series.
  • C. John Dombrowski
    John Dombrowski is a notable individual who carries the Dombrowski surname, recognized enough to be specifically cited as a bearer of the name.
  • D. Tim McClelland
    Tim McClelland is a former Major League Baseball umpire known for his long tenure, distinctive strike zone, and involvement in several high-profile postseason games.
  • E. David Mullen
    David Mullen is a Grammy-nominated American Christian singer-songwriter and producer known for his contributions to contemporary Christian music in the 1990s and 2000s.
  • 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_69ca834a4ea0819094970dceb9e389f3 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc47406efc8190b559c68764b7455d completed March 31, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebc0acf508190a090fb1edf9420d2 completed April 2, 2026, 6:57 p.m.
NEDg Description generation batch_69cebcc22d208190801b4ec58614dfcb completed April 2, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_69cebdf3f288819088d83165c741d092 completed April 2, 2026, 7:05 p.m.
Created at: March 30, 2026, 6:27 p.m.