Triple

T4258169
Position Surface form Disambiguated ID Type / Status
Subject Lulu.com E96032 entity
Predicate founder P104 FINISHED
Object Bob Young
Bob Young is a Canadian entrepreneur best known as the co-founder of Red Hat and the founder of the self-publishing platform Lulu.com.
 E96032 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: Bob Young | Statement: [Lulu.com, founder, Bob Young]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bob Young
Context triple: [Lulu.com, founder, Bob Young]
  • A. Bob Young
    Bob Young is a Canadian entrepreneur best known as the co-founder and former CEO of open-source software company Red Hat.
  • B. Joe Young
    Joe Young is the giant but gentle gorilla who serves as the central creature and title character in the 1949 adventure film "Mighty Joe Young."
  • C. Joe Young
    Joe Young was an American lyricist active in the early 20th century, known for writing popular songs during the Tin Pan Alley era.
  • D. John Fred Young
    John Fred Young is an American rock drummer best known as a founding member of the band Black Stone Cherry.
  • E. Robert George Young
    Robert George Young was an American film and television actor best known for his roles in the series "Father Knows Best" and "Marcus Welby, M.D."
  • 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: Bob Young
Triple: [Lulu.com, founder, Bob Young]
Generated description
Bob Young is a Canadian entrepreneur best known as the co-founder of Red Hat and the founder of the self-publishing platform Lulu.com.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bob Young
Target entity description: Bob Young is a Canadian entrepreneur best known as the co-founder of Red Hat and the founder of the self-publishing platform Lulu.com.
  • A. Bob Young chosen
    Bob Young is a Canadian entrepreneur best known as the co-founder and former CEO of open-source software company Red Hat.
  • B. Joe Young
    Joe Young was an American lyricist active in the early 20th century, known for writing popular songs during the Tin Pan Alley era.
  • C. Joe Young
    Joe Young is the giant but gentle gorilla who serves as the central creature and title character in the 1949 adventure film "Mighty Joe Young."
  • D. John Fred Young
    John Fred Young is an American rock drummer best known as a founding member of the band Black Stone Cherry.
  • E. Robert George Young
    Robert George Young was an American film and television actor best known for his roles in the series "Father Knows Best" and "Marcus Welby, M.D."
  • F. None of above.

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_69b3454095ac81909c2494f7ff294af1 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34f7ec4508190a5067f1112ac7dca completed March 12, 2026, 11:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b78422a88190a67921ee38638ac8 completed March 14, 2026, 7:31 p.m.
NEDg Description generation batch_69b5bb4d7b8c8190910525c855c83b83 completed March 14, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69b5bbba644881908f2f3be9dda7042b completed March 14, 2026, 7:49 p.m.
Created at: March 12, 2026, 11:06 p.m.