Triple

T422139
Position Surface form Disambiguated ID Type / Status
Subject Bill Nye E8126 entity
Predicate familyName P18 FINISHED
Object Nye
Nye is the surname of Bill Nye, the American science educator, mechanical engineer, and television presenter widely known as "Bill Nye the Science Guy."
 E53104 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: Nye | Statement: [Bill Nye, familyName, Nye]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nye
Context triple: [Bill Nye, familyName, Nye]
  • A. Nilsen
    Nilsen is a surname, primarily of Scandinavian origin, that serves as a variant spelling of Nelson.
  • B. Neil
    Neil is the given name of Neil deGrasse Tyson, a prominent American astrophysicist, author, and science communicator.
  • C. Nova
    Nova is the name given to TransPennine Express’s modern fleet of intercity trains used across its key routes in the North of England and Scotland.
  • D. Neal
    Neal is a masculine given name of Gaelic origin, commonly used in English-speaking countries.
  • E. Nicol
    Nicol is a Scottish surname most notably associated with former professional footballer and manager Steve Nicol.
  • 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: Nye
Triple: [Bill Nye, familyName, Nye]
Generated description
Nye is the surname of Bill Nye, the American science educator, mechanical engineer, and television presenter widely known as "Bill Nye the Science Guy."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nye
Target entity description: Nye is the surname of Bill Nye, the American science educator, mechanical engineer, and television presenter widely known as "Bill Nye the Science Guy."
  • A. Nilsen
    Nilsen is a surname, primarily of Scandinavian origin, that serves as a variant spelling of Nelson.
  • B. Neil
    Neil is the given name of Neil deGrasse Tyson, a prominent American astrophysicist, author, and science communicator.
  • C. Nova
    Nova is the name given to TransPennine Express’s modern fleet of intercity trains used across its key routes in the North of England and Scotland.
  • D. Neal
    Neal is a masculine given name of Gaelic origin, commonly used in English-speaking countries.
  • E. Nicol
    Nicol is a Scottish surname most notably associated with former professional footballer and manager Steve Nicol.
  • 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2eec0e9dc81908c08b209ce5278ef completed Feb. 28, 2026, 1:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4254646bc8190bfa77dbdfdb939b8 completed March 1, 2026, 11:38 a.m.
NEDg Description generation batch_69a425b246588190847c7bae8319e5e7 completed March 1, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69a42616978881909f7c51f7cf8f467a completed March 1, 2026, 11:42 a.m.
Created at: Feb. 28, 2026, 1:11 p.m.