Triple

T1290515
Position Surface form Disambiguated ID Type / Status
Subject HOK Group E27535 entity
Predicate foundedBy P104 FINISHED
Object George Hellmuth
George Hellmuth was an American architect best known as a co-founder of the global design and architecture firm HOK.
 E167396 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: George Hellmuth | Statement: [HOK Group, foundedBy, George Hellmuth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George Hellmuth
Context triple: [HOK Group, foundedBy, George Hellmuth]
  • A. Richie Bucher
    Richie Bucher is an artist best known for creating the cover artwork for Green Day’s breakthrough album "Dookie."
  • B. Rob Mullens
    Rob Mullens is a college athletics administrator best known for serving as the athletic director at the University of Oregon.
  • C. Michael Jack Schmidt
    Michael Jack Schmidt is a Hall of Fame American third baseman best known for his long and distinguished career with the Philadelphia Phillies, during which he became one of baseball’s greatest power hitters and defensive players.
  • D. Bryan Harper
    Bryan Harper is an American former professional baseball player and the older brother of MLB star Bryce Harper.
  • E. Clay Morrow
    Clay Morrow is a central fictional character in the television series "Sons of Anarchy," known as the manipulative and often ruthless president of the outlaw motorcycle club at the heart of the show.
  • 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: George Hellmuth
Triple: [HOK Group, foundedBy, George Hellmuth]
Generated description
George Hellmuth was an American architect best known as a co-founder of the global design and architecture firm HOK.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George Hellmuth
Target entity description: George Hellmuth was an American architect best known as a co-founder of the global design and architecture firm HOK.
  • A. Richie Bucher
    Richie Bucher is an artist best known for creating the cover artwork for Green Day’s breakthrough album "Dookie."
  • B. Rob Mullens
    Rob Mullens is a college athletics administrator best known for serving as the athletic director at the University of Oregon.
  • C. Michael Jack Schmidt
    Michael Jack Schmidt is a Hall of Fame American third baseman best known for his long and distinguished career with the Philadelphia Phillies, during which he became one of baseball’s greatest power hitters and defensive players.
  • D. Bryan Harper
    Bryan Harper is an American former professional baseball player and the older brother of MLB star Bryce Harper.
  • E. Clay Morrow
    Clay Morrow is a central fictional character in the television series "Sons of Anarchy," known as the manipulative and often ruthless president of the outlaw motorcycle club at the heart of the show.
  • 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_69a496d4ec448190ad653b2590c46711 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c0d6af908190ade9c481cc6f0ad8 completed March 1, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad0e6027448190b10c65bcafe9fedf completed March 8, 2026, 5:51 a.m.
NEDg Description generation batch_69ad100fc7108190bf5211fb5817ca5f completed March 8, 2026, 5:58 a.m.
NED2 Entity disambiguation (via description) batch_69ad105a9bcc8190ba6d14df99ff2a7a completed March 8, 2026, 5:59 a.m.
Created at: March 1, 2026, 7:51 p.m.