Triple

T3341897
Position Surface form Disambiguated ID Type / Status
Subject Less Than Zero E70277 entity
Predicate screenwriter P2831 FINISHED
Object Harley Peyton
Harley Peyton is an American screenwriter and television producer best known for his work on the series "Twin Peaks" and various film and TV projects.
E349908 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: Harley Peyton | Statement: [Less Than Zero, screenwriter, Harley Peyton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harley Peyton
Context triple: [Less Than Zero, screenwriter, Harley Peyton]
  • A. Ricky Hunley
    Ricky Hunley is a former American football linebacker and coach best known as a College Football Hall of Famer and standout player at the University of Arizona who went on to play in the NFL.
  • B. Charles Neblett
    Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
  • C. Dennis Byrd
    Dennis Byrd was an American defensive lineman for the New York Jets whose promising NFL career was tragically cut short by a paralyzing on-field injury, after which he became a symbol of courage and inspiration.
  • D. Charlie Sitton
    Charlie Sitton is a former American college basketball standout best known for his All-American career at Oregon State University in the early 1980s.
  • E. Harvey Dunn
    Harvey Dunn was an American painter and illustrator renowned for his powerful depictions of frontier life and war, and as a prominent teacher who helped shape early 20th-century American illustration.
  • 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: Harley Peyton
Triple: [Less Than Zero, screenwriter, Harley Peyton]
Generated description
Harley Peyton is an American screenwriter and television producer best known for his work on the series "Twin Peaks" and various film and TV projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harley Peyton
Target entity description: Harley Peyton is an American screenwriter and television producer best known for his work on the series "Twin Peaks" and various film and TV projects.
  • A. Ricky Hunley
    Ricky Hunley is a former American football linebacker and coach best known as a College Football Hall of Famer and standout player at the University of Arizona who went on to play in the NFL.
  • B. Charles Neblett
    Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
  • C. Dennis Byrd
    Dennis Byrd was an American defensive lineman for the New York Jets whose promising NFL career was tragically cut short by a paralyzing on-field injury, after which he became a symbol of courage and inspiration.
  • D. Charlie Sitton
    Charlie Sitton is a former American college basketball standout best known for his All-American career at Oregon State University in the early 1980s.
  • E. Harvey Dunn
    Harvey Dunn was an American painter and illustrator renowned for his powerful depictions of frontier life and war, and as a prominent teacher who helped shape early 20th-century American illustration.
  • 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_69ad85a405e48190b6e68de7cf9f319e completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1ee711481909c0d921f1b5b8562 completed March 8, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a946ba88190bd40ba7481baf28d completed March 12, 2026, 7:57 p.m.
NEDg Description generation batch_69b31c3aaba48190b203e344d71080f3 completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31da28a04819096e7ced5f123592a completed March 12, 2026, 8:10 p.m.
Created at: March 8, 2026, 3:12 p.m.