Triple

T6271029
Position Surface form Disambiguated ID Type / Status
Subject White Nights E140534 entity
Predicate writer P1360 FINISHED
Object Eric Hughes
Eric Hughes is an American mathematician, computer programmer, and privacy activist best known as a founding member of the cypherpunk movement and author of "A Cypherpunk's Manifesto."
 E485339 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: Eric Hughes | Statement: [White Nights, writer, Eric Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eric Hughes
Context triple: [White Nights, writer, Eric Hughes]
  • A. Eric Hughes
    Eric Hughes is a mathematician, programmer, and privacy advocate best known as a co-founder of the cypherpunk movement and author of "A Cypherpunk's Manifesto."
  • B. Jimmy Hughes
    Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
  • C. Patrick Hughes
    Patrick Hughes is an Australian film director best known for helming action movies such as *The Expendables 3* and *The Hitman's Bodyguard*.
  • D. Robert Hurst
    Robert Hurst is an American jazz bassist and composer known for his work with prominent artists and contributions to contemporary jazz recordings.
  • E. John Burnett
    John Burnett is a relatively common personal name shared by multiple notable individuals across fields such as politics, sports, and academia.
  • 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: Eric Hughes
Triple: [White Nights, writer, Eric Hughes]
Generated description
Eric Hughes is an American mathematician, computer programmer, and privacy activist best known as a founding member of the cypherpunk movement and author of "A Cypherpunk's Manifesto."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eric Hughes
Target entity description: Eric Hughes is an American mathematician, computer programmer, and privacy activist best known as a founding member of the cypherpunk movement and author of "A Cypherpunk's Manifesto."
  • A. Eric Hughes chosen
    Eric Hughes is a mathematician, programmer, and privacy advocate best known as a co-founder of the cypherpunk movement and author of "A Cypherpunk's Manifesto."
  • B. Jimmy Hughes
    Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
  • C. Patrick Hughes
    Patrick Hughes is an Australian film director best known for helming action movies such as *The Expendables 3* and *The Hitman's Bodyguard*.
  • D. Robert Hurst
    Robert Hurst is an American jazz bassist and composer known for his work with prominent artists and contributions to contemporary jazz recordings.
  • E. John Burnett
    John Burnett is a relatively common personal name shared by multiple notable individuals across fields such as politics, sports, and academia.
  • 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_69c008cabc4081909723e2547c9d6cc0 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063bb340c8190ab81b249cefa91ca completed March 22, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6537daf648190b40329e2a5934c09 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6547e73c88190be36da6ace9cf345 completed March 27, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69c654d0c2948190a4d586071133d759 completed March 27, 2026, 9:58 a.m.
Created at: March 22, 2026, 4:25 p.m.