Triple

T7968939
Position Surface form Disambiguated ID Type / Status
Subject Arrow Development E185275 entity
Predicate foundedBy P104 FINISHED
Object William Hardiman
William Hardiman was a co-founder of Arrow Development, an early and influential American amusement ride manufacturing company known for pioneering modern roller coaster and theme park ride design.
E763823 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: William Hardiman | Statement: [Arrow Development, foundedBy, William Hardiman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Hardiman
Context triple: [Arrow Development, foundedBy, William Hardiman]
  • A. William McGlaughlin
    William McGlaughlin is an American conductor, composer, and radio host best known for his work with major orchestras and his long-running classical music radio programs such as "Exploring Music."
  • B. William O’Leary
    William O’Leary is an American actor best known for his role as Marty Taylor on the television sitcom "Home Improvement."
  • C. William X. O'Brien
    William X. O'Brien was an influential Irish trade unionist and political organizer who played a key role in shaping Ireland’s labor movement and early 20th-century politics.
  • D. Maurice Healy
    Maurice Healy was an Irish lawyer, author, and politician known for his memoir "The Old Munster Circuit" and his involvement in early 20th-century Irish public life.
  • E. William J. Murtagh
    William J. Murtagh was a prominent American architectural historian and preservationist who served as the first Keeper of the National Register of Historic Places.
  • 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: William Hardiman
Triple: [Arrow Development, foundedBy, William Hardiman]
Generated description
William Hardiman was a co-founder of Arrow Development, an early and influential American amusement ride manufacturing company known for pioneering modern roller coaster and theme park ride design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Hardiman
Target entity description: William Hardiman was a co-founder of Arrow Development, an early and influential American amusement ride manufacturing company known for pioneering modern roller coaster and theme park ride design.
  • A. William McGlaughlin
    William McGlaughlin is an American conductor, composer, and radio host best known for his work with major orchestras and his long-running classical music radio programs such as "Exploring Music."
  • B. William O’Leary
    William O’Leary is an American actor best known for his role as Marty Taylor on the television sitcom "Home Improvement."
  • C. William X. O'Brien
    William X. O'Brien was an influential Irish trade unionist and political organizer who played a key role in shaping Ireland’s labor movement and early 20th-century politics.
  • D. Maurice Healy
    Maurice Healy was an Irish lawyer, author, and politician known for his memoir "The Old Munster Circuit" and his involvement in early 20th-century Irish public life.
  • E. William J. Murtagh
    William J. Murtagh was a prominent American architectural historian and preservationist who served as the first Keeper of the National Register of Historic Places.
  • 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_69ca8297699481909b75a405f01e03af completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3bd1c9a081909759e5bf5237204e completed March 31, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfaae99194819095cf9b74267956a4 completed April 3, 2026, 11:56 a.m.
NEDg Description generation batch_69cfac76d0f8819090c2bff520db52f4 completed April 3, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfad04e514819084bf30b8f026c031 completed April 3, 2026, 12:05 p.m.
Created at: March 30, 2026, 5:13 p.m.