Triple

T7296445
Position Surface form Disambiguated ID Type / Status
Subject Archie E164533 entity
Predicate developedBy P73 FINISHED
Object Bill Heelan
Bill Heelan is a developer best known for creating the software project Archie.
 E673244 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: Bill Heelan | Statement: [Archie, developedBy, Bill Heelan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bill Heelan
Context triple: [Archie, developedBy, Bill Heelan]
  • A. Roger O'Connor
    Roger O'Connor was an Irish nationalist and writer known for his radical political views in the late 18th and early 19th centuries.
  • B. John McSherry
    John McSherry was a longtime Major League Baseball umpire known for his work in numerous postseason games and his sudden on-field death during a 1996 Opening Day game.
  • C. Dan Healy
    Dan Healy is an American audio engineer and producer best known for his long association with the Grateful Dead, helping shape their distinctive live and studio sound.
  • D. Brían F. O'Byrne
    Brían F. O'Byrne is an Irish actor known for his acclaimed work in film, television, and theatre, including roles in projects such as "Mildred Pierce," "Brooklyn," and "Little Boy Blue."
  • E. John Doherty
    John Doherty is known as the husband of American actress Michael Learned, famed for her role as Olivia Walton on the television series "The Waltons."
  • 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: Bill Heelan
Triple: [Archie, developedBy, Bill Heelan]
Generated description
Bill Heelan is a developer best known for creating the software project Archie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bill Heelan
Target entity description: Bill Heelan is a developer best known for creating the software project Archie.
  • A. Roger O'Connor
    Roger O'Connor was an Irish nationalist and writer known for his radical political views in the late 18th and early 19th centuries.
  • B. John McSherry
    John McSherry was a longtime Major League Baseball umpire known for his work in numerous postseason games and his sudden on-field death during a 1996 Opening Day game.
  • C. Dan Healy
    Dan Healy is an American audio engineer and producer best known for his long association with the Grateful Dead, helping shape their distinctive live and studio sound.
  • D. Brían F. O'Byrne
    Brían F. O'Byrne is an Irish actor known for his acclaimed work in film, television, and theatre, including roles in projects such as "Mildred Pierce," "Brooklyn," and "Little Boy Blue."
  • E. John Doherty
    John Doherty is known as the husband of American actress Michael Learned, famed for her role as Olivia Walton on the television series "The Waltons."
  • 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_69c6887a499881909dd23341399c59d8 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6eb8e48d48190ada4d507f3b61bc4 completed March 27, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856a22b208190821bcbf21a074bb8 completed March 28, 2026, 10:30 p.m.
NEDg Description generation batch_69c857bcb7088190baf390d63e0941d4 completed March 28, 2026, 10:35 p.m.
NED2 Entity disambiguation (via description) batch_69c8582cd3d08190811b7e5b1f98a28c completed March 28, 2026, 10:37 p.m.
Created at: March 27, 2026, 3 p.m.