Triple

T21627298
Position Surface form Disambiguated ID Type / Status
Subject Ballblazer E533735 entity
Predicate composer P1361 FINISHED
Object Peter Langston
Peter Langston is an American computer programmer, game developer, and musician best known for his pioneering work in early video games and digital music.
 E1495419 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: Peter Langston | Statement: [Ballblazer, composer, Peter Langston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Peter Langston
Context triple: [Ballblazer, composer, Peter Langston]
  • A. Jonathan Ralston
    Jonathan Ralston, known as Reb Ralston, is an individual primarily recognized by this nickname, though little widely known public information is available about him.
  • B. John Willsteed
    John Willsteed is an Australian musician best known as a guitarist and multi-instrumentalist for the indie rock band The Go-Betweens.
  • C. Redmond Parker
    Redmond Parker is the son of American singer, songwriter, and guitarist Ray Parker Jr., best known for his hit "Ghostbusters."
  • D. Lyndon Dykes
    Lyndon Dykes is a professional footballer who plays as a striker, known for representing the Scotland national team and clubs in the English Football League.
  • E. Paul Millspaugh
    Paul Millspaugh is a film editor known for his work on the romantic comedy "Two Can Play That Game."
  • 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: Peter Langston
Triple: [Ballblazer, composer, Peter Langston]
Generated description
Peter Langston is an American computer programmer, game developer, and musician best known for his pioneering work in early video games and digital music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Peter Langston
Target entity description: Peter Langston is an American computer programmer, game developer, and musician best known for his pioneering work in early video games and digital music.
  • A. Jonathan Ralston
    Jonathan Ralston, known as Reb Ralston, is an individual primarily recognized by this nickname, though little widely known public information is available about him.
  • B. John Willsteed
    John Willsteed is an Australian musician best known as a guitarist and multi-instrumentalist for the indie rock band The Go-Betweens.
  • C. Redmond Parker
    Redmond Parker is the son of American singer, songwriter, and guitarist Ray Parker Jr., best known for his hit "Ghostbusters."
  • D. Lyndon Dykes
    Lyndon Dykes is a professional footballer who plays as a striker, known for representing the Scotland national team and clubs in the English Football League.
  • E. Paul Millspaugh
    Paul Millspaugh is a film editor known for his work on the romantic comedy "Two Can Play That Game."
  • 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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef52141e1c8190a861f4bc7cfcb490 completed April 27, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a158b9a248190b8a65569d9456973 completed May 17, 2026, 7:22 p.m.
NEDg Description generation batch_6a0a16c278188190855335930666cede completed May 17, 2026, 7:28 p.m.
NED2 Entity disambiguation (via description) batch_6a0a17a2c81481908e229ea58e61843e completed May 17, 2026, 7:31 p.m.
Created at: April 16, 2026, 6:34 p.m.