Triple

T22863909
Position Surface form Disambiguated ID Type / Status
Subject Munhall, Pennsylvania E566997 entity
Predicate namedFor P63 FINISHED
Object John Munhall
John Munhall was an individual significant enough in local history or development that the borough of Munhall, Pennsylvania, was named in his honor.
E1587819 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 Munhall | Statement: [Munhall, Pennsylvania, namedFor, John Munhall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Munhall
Context triple: [Munhall, Pennsylvania, namedFor, John Munhall]
  • A. William Demarest
    William Demarest was an American character actor best known for his roles in numerous Hollywood films and the television series "My Three Sons."
  • B. John McDonough
    John McDonough was an American football official best known for serving as the referee in Super Bowl IV.
  • C. Arthur Dorman
    Arthur Dorman was a British industrialist best known as a co-founder of the major steel and engineering firm Dorman Long and Co Ltd, which played a significant role in bridge building and heavy industry.
  • D. Richard H. Munford
    Richard H. Munford was a prominent local figure in Tennessee whose influence and contributions to the area led to the town of Munford being named in his honor.
  • E. Michael Mulheren
    Michael Mulheren is an American stage and screen actor known for his work in Broadway musicals and plays, including roles in major productions alongside high-profile stars.
  • 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 Munhall
Triple: [Munhall, Pennsylvania, namedFor, John Munhall]
Generated description
John Munhall was an individual significant enough in local history or development that the borough of Munhall, Pennsylvania, was named in his honor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Munhall
Target entity description: John Munhall was an individual significant enough in local history or development that the borough of Munhall, Pennsylvania, was named in his honor.
  • A. William Demarest
    William Demarest was an American character actor best known for his roles in numerous Hollywood films and the television series "My Three Sons."
  • B. John McDonough
    John McDonough was an American football official best known for serving as the referee in Super Bowl IV.
  • C. Arthur Dorman
    Arthur Dorman was a British industrialist best known as a co-founder of the major steel and engineering firm Dorman Long and Co Ltd, which played a significant role in bridge building and heavy industry.
  • D. Richard H. Munford
    Richard H. Munford was a prominent local figure in Tennessee whose influence and contributions to the area led to the town of Munford being named in his honor.
  • E. Michael Mulheren
    Michael Mulheren is an American stage and screen actor known for his work in Broadway musicals and plays, including roles in major productions alongside high-profile stars.
  • 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_69e24589083081908d5694c4fdc80086 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17eff1c18819081dc9dfc1816f746 completed April 29, 2026, 3:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c822af0748190ae7edaa9b17f4004 completed May 19, 2026, 3:30 p.m.
NEDg Description generation batch_6a0ca6eda1f481908482f3a66d576c3c completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7bdf7f08190b50191b029480fc5 completed May 19, 2026, 6:11 p.m.
Created at: April 17, 2026, 3:38 p.m.