Triple

T13107919
Position Surface form Disambiguated ID Type / Status
Subject "I'll Be Good to You" E310895 entity
Predicate lyricist P1360 FINISHED
Object Louis Johnson
Louis Johnson was an American musician and songwriter best known as the influential bassist of the Brothers Johnson and a prominent session player on numerous classic funk, R&B, and pop recordings.
E1029203 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: Louis Johnson | Statement: ["I'll Be Good to You", lyricist, Louis Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis Johnson
Context triple: ["I'll Be Good to You", lyricist, Louis Johnson]
  • A. Louis Johnson
    Louis Johnson was an American bassist, songwriter, and producer best known as half of the funk and R&B duo The Brothers Johnson and for his influential session work with artists like Michael Jackson.
  • B. Alex Hibbert
    Alex Hibbert is an American actor best known for his acclaimed performance as young Chiron in the Oscar-winning film "Moonlight."
  • C. George Eads
    George Eads is an American actor best known for his long-running role as Nick Stokes on the television series CSI: Crime Scene Investigation.
  • D. Martin Henderson
    Martin Henderson is a New Zealand actor known for his roles in films like "The Ring" and "Everest" and TV series such as "Grey's Anatomy" and "Virgin River."
  • E. Damon Herriman
    Damon Herriman is an Australian actor known for his versatile character roles in film and television, including notable performances in series like "Justified" and "Mindhunter" and in Quentin Tarantino's "Once Upon a Time in Hollywood."
  • 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: Louis Johnson
Triple: ["I'll Be Good to You", lyricist, Louis Johnson]
Generated description
Louis Johnson was an American musician and songwriter best known as the influential bassist of the Brothers Johnson and a prominent session player on numerous classic funk, R&B, and pop recordings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis Johnson
Target entity description: Louis Johnson was an American musician and songwriter best known as the influential bassist of the Brothers Johnson and a prominent session player on numerous classic funk, R&B, and pop recordings.
  • A. Louis Johnson chosen
    Louis Johnson was an American bassist, songwriter, and producer best known as half of the funk and R&B duo The Brothers Johnson and for his influential session work with artists like Michael Jackson.
  • B. Alex Hibbert
    Alex Hibbert is an American actor best known for his acclaimed performance as young Chiron in the Oscar-winning film "Moonlight."
  • C. George Eads
    George Eads is an American actor best known for his long-running role as Nick Stokes on the television series CSI: Crime Scene Investigation.
  • D. Martin Henderson
    Martin Henderson is a New Zealand actor known for his roles in films like "The Ring" and "Everest" and TV series such as "Grey's Anatomy" and "Virgin River."
  • E. Damon Herriman
    Damon Herriman is an Australian actor known for his versatile character roles in film and television, including notable performances in series like "Justified" and "Mindhunter" and in Quentin Tarantino's "Once Upon a Time in Hollywood."
  • F. None of above.

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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9817ce07881909ec552bf861ac175 completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7265eba0481908417d2bb905874e5 completed May 3, 2026, 10:41 a.m.
NEDg Description generation batch_69f72a52e9dc8190a76c4c51d0e1cd07 completed May 3, 2026, 10:58 a.m.
NED2 Entity disambiguation (via description) batch_69f72ab0cb0081908090c6ebab183788 completed May 3, 2026, 11 a.m.
Created at: April 9, 2026, 9:05 p.m.