Triple

T18221879
Position Surface form Disambiguated ID Type / Status
Subject S programming language E436326 entity
Predicate developer P73 FINISHED
Object Allan Wilks
Allan Wilks is a statistician and software developer best known for co-developing the S programming language at Bell Labs, which heavily influenced modern statistical computing and the creation of R.
 E1339217 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: Allan Wilks | Statement: [S programming language, developer, Allan Wilks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Allan Wilks
Context triple: [S programming language, developer, Allan Wilks]
  • A. Allan Willett
    Allan Willett is a notable individual recognized for his prominence associated with the Willett surname.
  • B. John Willett
    John Willett is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Willett.
  • C. Bill Allington
    Bill Allington was a prominent manager in the All-American Girls Professional Baseball League, best known for leading the Rockford Peaches to multiple championships.
  • D. Allan Cubitt
    Allan Cubitt is a British screenwriter, director, and producer best known for creating and writing the acclaimed crime drama series "The Fall."
  • E. Edward Willett
    Edward Willett is a Canadian science fiction and fantasy author known for novels such as "Marseguro" and for hosting "The Worldshapers" podcast.
  • 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: Allan Wilks
Triple: [S programming language, developer, Allan Wilks]
Generated description
Allan Wilks is a statistician and software developer best known for co-developing the S programming language at Bell Labs, which heavily influenced modern statistical computing and the creation of R.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Allan Wilks
Target entity description: Allan Wilks is a statistician and software developer best known for co-developing the S programming language at Bell Labs, which heavily influenced modern statistical computing and the creation of R.
  • A. Allan Willett
    Allan Willett is a notable individual recognized for his prominence associated with the Willett surname.
  • B. John Willett
    John Willett is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Willett.
  • C. Bill Allington
    Bill Allington was a prominent manager in the All-American Girls Professional Baseball League, best known for leading the Rockford Peaches to multiple championships.
  • D. Allan Cubitt
    Allan Cubitt is a British screenwriter, director, and producer best known for creating and writing the acclaimed crime drama series "The Fall."
  • E. Edward Willett
    Edward Willett is a Canadian science fiction and fantasy author known for novels such as "Marseguro" and for hosting "The Worldshapers" podcast.
  • 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_69d8b9103a8081908bbb0836fef10efd completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e47c85108190bd9707b40bdfdb38 completed April 19, 2026, 2:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a052b1ba79c8190b320d8071cae664d completed May 14, 2026, 1:53 a.m.
NEDg Description generation batch_6a052bf3949481908d2679bbe077ec0c completed May 14, 2026, 1:57 a.m.
NED2 Entity disambiguation (via description) batch_6a052c8a8be48190a49d054a9d39ca2a completed May 14, 2026, 1:59 a.m.
Created at: April 10, 2026, 10:32 a.m.