Triple

T18256505
Position Surface form Disambiguated ID Type / Status
Subject SNOBOL E437235 entity
Predicate developer P73 FINISHED
Object David J. Farber
David J. Farber is an American computer scientist and Internet pioneer known for his influential work in programming languages, networking, and technology policy.
E1446398 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: David J. Farber | Statement: [SNOBOL, developer, David J. Farber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David J. Farber
Context triple: [SNOBOL, developer, David J. Farber]
  • A. David S. Dorfman
    David S. Dorfman is an American screenwriter best known for writing the screenplay to the comedy film "Anger Management."
  • B. David M. Russinoff
    David M. Russinoff is a computer scientist known for his work in formal methods and hardware verification, particularly using the ACL2 theorem prover.
  • C. Richard A. Metzger
    Richard A. Metzger is an American writer, television host, and co-founder of the countercultural website Disinformation, known for exploring fringe ideas, underground culture, and alternative media.
  • D. David L. Bertman
    David L. Bertman is a film editor known for his work on movies such as the family martial-arts comedy "Three Ninjas Kick Back."
  • E. Michael G. Nathanson
    Michael G. Nathanson is a film producer known for his work on major Hollywood movies, including the musical comedy-drama "Joyful Noise."
  • 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: David J. Farber
Triple: [SNOBOL, developer, David J. Farber]
Generated description
David J. Farber is an American computer scientist and Internet pioneer known for his influential work in programming languages, networking, and technology policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David J. Farber
Target entity description: David J. Farber is an American computer scientist and Internet pioneer known for his influential work in programming languages, networking, and technology policy.
  • A. David S. Dorfman
    David S. Dorfman is an American screenwriter best known for writing the screenplay to the comedy film "Anger Management."
  • B. David M. Russinoff
    David M. Russinoff is a computer scientist known for his work in formal methods and hardware verification, particularly using the ACL2 theorem prover.
  • C. Richard A. Metzger
    Richard A. Metzger is an American writer, television host, and co-founder of the countercultural website Disinformation, known for exploring fringe ideas, underground culture, and alternative media.
  • D. David L. Bertman
    David L. Bertman is a film editor known for his work on movies such as the family martial-arts comedy "Three Ninjas Kick Back."
  • E. Michael G. Nathanson
    Michael G. Nathanson is a film producer known for his work on major Hollywood movies, including the musical comedy-drama "Joyful Noise."
  • 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_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4fd85ee548190a102611fcf709ad4 completed April 19, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08e035bf9881909ea2cceb8a9363b3 completed May 16, 2026, 9:23 p.m.
NEDg Description generation batch_6a08e0937f688190a5270f3b144f5343 completed May 16, 2026, 9:24 p.m.
NED2 Entity disambiguation (via description) batch_6a08e14ff70081909fc434f4d4a62a64 completed May 16, 2026, 9:27 p.m.
Created at: April 10, 2026, 10:34 a.m.