Triple

T3421670
Position Surface form Disambiguated ID Type / Status
Subject Acorn Computers E72127 entity
Predicate foundedBy P104 FINISHED
Object Andy Hopper
Andy Hopper is a British computer scientist and entrepreneur known for his influential work in computer networking, systems research, and the founding of several technology companies.
 E389287 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: Andy Hopper | Statement: [Acorn Computers, foundedBy, Andy Hopper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andy Hopper
Context triple: [Acorn Computers, foundedBy, Andy Hopper]
  • A. Ken Hutchison
    Ken Hutchison was a Scottish actor known for his intense character roles in film and television during the 1970s and 1980s.
  • B. Matt Hulett
    Matt Hulett is an American technology and business executive known for leading and scaling multiple software and digital media companies.
  • C. Kevin Hageman
    Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
  • D. Michael Potts
    Michael Potts is an American actor known for his work in film, television, and theater, including notable roles in projects like "The Wire," "True Detective," and various Broadway productions.
  • E. Adam Hurlburt
    Adam Hurlburt is a musician best known as a member of the indie supergroup Gayngs.
  • 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: Andy Hopper
Triple: [Acorn Computers, foundedBy, Andy Hopper]
Generated description
Andy Hopper is a British computer scientist and entrepreneur known for his influential work in computer networking, systems research, and the founding of several technology companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andy Hopper
Target entity description: Andy Hopper is a British computer scientist and entrepreneur known for his influential work in computer networking, systems research, and the founding of several technology companies.
  • A. Ken Hutchison
    Ken Hutchison was a Scottish actor known for his intense character roles in film and television during the 1970s and 1980s.
  • B. Matt Hulett
    Matt Hulett is an American technology and business executive known for leading and scaling multiple software and digital media companies.
  • C. Kevin Hageman
    Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
  • D. Michael Potts
    Michael Potts is an American actor known for his work in film, television, and theater, including notable roles in projects like "The Wire," "True Detective," and various Broadway productions.
  • E. Adam Hurlburt
    Adam Hurlburt is a musician best known as a member of the indie supergroup Gayngs.
  • 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_69ad85ad38e48190b7660c5118a35289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb950f65481908c4aad15516e7a7c completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f015f7188190a0b6d7923bba703f completed March 14, 2026, 5:20 a.m.
NEDg Description generation batch_69b4f1048f948190a915354c30517ef5 completed March 14, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_69b4f4bbf4508190958091e841e796a3 completed March 14, 2026, 5:40 a.m.
Created at: March 8, 2026, 3:15 p.m.