Triple

T8430405
Position Surface form Disambiguated ID Type / Status
Subject Billy Zane E199100 entity
Predicate playedCharacter P1507 FINISHED
Object John Justice Wheeler
John Justice Wheeler is a wealthy, charismatic businessman and love interest of Audrey Horne in the television series "Twin Peaks."
E763872 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: John Justice Wheeler | Statement: [Billy Zane, playedCharacter, John Justice Wheeler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Justice Wheeler
Context triple: [Billy Zane, playedCharacter, John Justice Wheeler]
  • A. John W. Richardson
    John W. Richardson is a screenwriter best known for co-writing the action thriller film "Non-Stop" starring Liam Neeson.
  • B. William Rogers
    William Rogers is a common personal name shared by numerous individuals across history, including politicians, educators, and public figures.
  • C. Roswell Miller Jr.
    Roswell Miller Jr. was an American businessman best known as the husband of philanthropist Margaret Carnegie Miller, daughter of industrialist Andrew Carnegie.
  • D. Frank Mansfield
    Frank Mansfield is the fiercely competitive, emotionally restrained cockfighter at the center of Charles Willeford’s novel and its film adaptation, whose obsessive pursuit of a championship drives the story’s moral and personal conflicts.
  • E. Donn F. Eisele
    Donn F. Eisele was a NASA astronaut and U.S. Air Force test pilot best known for flying on Apollo 7, the first crewed mission of the Apollo program.
  • 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: John Justice Wheeler
Triple: [Billy Zane, playedCharacter, John Justice Wheeler]
Generated description
John Justice Wheeler is a wealthy, charismatic businessman and love interest of Audrey Horne in the television series "Twin Peaks."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Justice Wheeler
Target entity description: John Justice Wheeler is a wealthy, charismatic businessman and love interest of Audrey Horne in the television series "Twin Peaks."
  • A. John W. Richardson
    John W. Richardson is a screenwriter best known for co-writing the action thriller film "Non-Stop" starring Liam Neeson.
  • B. William Rogers
    William Rogers is a common personal name shared by numerous individuals across history, including politicians, educators, and public figures.
  • C. Roswell Miller Jr.
    Roswell Miller Jr. was an American businessman best known as the husband of philanthropist Margaret Carnegie Miller, daughter of industrialist Andrew Carnegie.
  • D. Frank Mansfield
    Frank Mansfield is the fiercely competitive, emotionally restrained cockfighter at the center of Charles Willeford’s novel and its film adaptation, whose obsessive pursuit of a championship drives the story’s moral and personal conflicts.
  • E. Donn F. Eisele
    Donn F. Eisele was a NASA astronaut and U.S. Air Force test pilot best known for flying on Apollo 7, the first crewed mission of the Apollo program.
  • 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_69ca8313c99081909a5c6d83b91de5b3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbd1a2efa08190b92c75812003ffdb completed March 31, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69cfab16ebd08190a4851e70a41e9908 completed April 3, 2026, 11:57 a.m.
NEDg Description generation batch_69cfac76d0f8819090c2bff520db52f4 completed April 3, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfad04e514819084bf30b8f026c031 completed April 3, 2026, 12:05 p.m.
Created at: March 30, 2026, 6:07 p.m.