Triple

T6590423
Position Surface form Disambiguated ID Type / Status
Subject Joseph Williams E159338 entity
Predicate relative P37 FINISHED
Object Johnny Williams
Johnny Williams is an American composer and conductor best known for his iconic film scores for franchises such as Star Wars, Indiana Jones, and Harry Potter.
 E599573 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: Johnny Williams | Statement: [Joseph Williams, relative, Johnny Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Johnny Williams
Context triple: [Joseph Williams, relative, Johnny Williams]
  • A. Andy Williams
    Andy Williams was an American pop singer and television host renowned for his smooth voice and classic renditions of popular standards and Christmas songs.
  • B. Ronnie Milsap
    Ronnie Milsap is an American country music singer and pianist known for his smooth, pop-influenced sound and a long string of chart-topping hits from the 1970s through the 1980s.
  • C. Johnny Lee Williams
    Johnny Lee Williams is an American R&B singer best known as a former lead vocalist of the legendary vocal group The Drifters.
  • D. Ray Conniff
    Ray Conniff was an American bandleader, arranger, and trombonist best known for his easy-listening orchestral and choral recordings that gained wide popularity in the mid-20th century.
  • E. B.J. Thomas
    B.J. Thomas was an American pop and country singer best known for hits like "Raindrops Keep Fallin' on My Head" and "Hooked on a Feeling."
  • 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: Johnny Williams
Triple: [Joseph Williams, relative, Johnny Williams]
Generated description
Johnny Williams is an American composer and conductor best known for his iconic film scores for franchises such as Star Wars, Indiana Jones, and Harry Potter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Johnny Williams
Target entity description: Johnny Williams is an American composer and conductor best known for his iconic film scores for franchises such as Star Wars, Indiana Jones, and Harry Potter.
  • A. Andy Williams
    Andy Williams was an American pop singer and television host renowned for his smooth voice and classic renditions of popular standards and Christmas songs.
  • B. Ronnie Milsap
    Ronnie Milsap is an American country music singer and pianist known for his smooth, pop-influenced sound and a long string of chart-topping hits from the 1970s through the 1980s.
  • C. Johnny Lee Williams
    Johnny Lee Williams is an American R&B singer best known as a former lead vocalist of the legendary vocal group The Drifters.
  • D. Ray Conniff
    Ray Conniff was an American bandleader, arranger, and trombonist best known for his easy-listening orchestral and choral recordings that gained wide popularity in the mid-20th century.
  • E. B.J. Thomas
    B.J. Thomas was an American pop and country singer best known for hits like "Raindrops Keep Fallin' on My Head" and "Hooked on a Feeling."
  • 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_69c688366ce8819083f8883983c0df92 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6aecc969c81909a6e15ebe8dd3f94 completed March 27, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbb568508190b9da3475d1620ed5 completed March 27, 2026, 6:25 p.m.
NEDg Description generation batch_69c6cd08a9c88190a481d4d3f8e680bf completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6cdc859cc8190bbae2efc39409021 completed March 27, 2026, 6:34 p.m.
Created at: March 27, 2026, 1:55 p.m.