Triple

T13107918
Position Surface form Disambiguated ID Type / Status
Subject "I'll Be Good to You" E310895 entity
Predicate lyricist P1360 FINISHED
Object George Johnson
George Johnson is an American musician and songwriter best known as a member of The Brothers Johnson, a funk and R&B duo prominent in the 1970s and 1980s.
E1021445 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: George Johnson | Statement: ["I'll Be Good to You", lyricist, George Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George Johnson
Context triple: ["I'll Be Good to You", lyricist, George Johnson]
  • A. George Johnson
    George Johnson is an acclaimed American science writer and author known for his accessible books and articles on physics, biology, and the nature of scientific inquiry.
  • B. George Johnson
    George Johnson is a voice actor known for portraying the classic Disney character Goofy.
  • C. George Johnson
    George Johnson is an American musician best known as one half of the funk and R&B duo The Brothers Johnson, prominent in the 1970s and 1980s.
  • D. Jo Johnson
    Jo Johnson is a British Conservative politician and former Member of Parliament who has held ministerial roles, particularly in higher education and transport, and is the younger brother of former Prime Minister Boris Johnson.
  • E. Karl Johnson
    Karl Johnson is a British actor known for his extensive work in theatre, film, and television, including prominent stage roles with major companies such as the National Theatre.
  • 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: George Johnson
Triple: ["I'll Be Good to You", lyricist, George Johnson]
Generated description
George Johnson is an American musician and songwriter best known as a member of The Brothers Johnson, a funk and R&B duo prominent in the 1970s and 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George Johnson
Target entity description: George Johnson is an American musician and songwriter best known as a member of The Brothers Johnson, a funk and R&B duo prominent in the 1970s and 1980s.
  • A. George Johnson
    George Johnson is an acclaimed American science writer and author known for his accessible books and articles on physics, biology, and the nature of scientific inquiry.
  • B. George Johnson
    George Johnson is a voice actor known for portraying the classic Disney character Goofy.
  • C. George Johnson chosen
    George Johnson is an American musician best known as one half of the funk and R&B duo The Brothers Johnson, prominent in the 1970s and 1980s.
  • D. Jo Johnson
    Jo Johnson is a British Conservative politician and former Member of Parliament who has held ministerial roles, particularly in higher education and transport, and is the younger brother of former Prime Minister Boris Johnson.
  • E. Karl Johnson
    Karl Johnson is a British actor known for his extensive work in theatre, film, and television, including prominent stage roles with major companies such as the National Theatre.
  • 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_69f70a25c3b4819090511525babcd2ba completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70aec0e4481909f6ea77136f2e970 completed May 3, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_69f70bcb8b60819087afe37a3919d26b completed May 3, 2026, 8:48 a.m.
Created at: April 9, 2026, 9:05 p.m.