Triple

T12379725
Position Surface form Disambiguated ID Type / Status
Subject The Contours E295713 entity
Predicate originalMember P446 FINISHED
Object Hubert Johnson
Hubert Johnson was an American singer best known as one of the founding members of the Motown vocal group The Contours.
E1001330 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: Hubert Johnson | Statement: [The Contours, originalMember, Hubert Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hubert Johnson
Context triple: [The Contours, originalMember, Hubert Johnson]
  • A. Hubert Hawkins
    Hubert Hawkins is the bumbling yet brave entertainer-turned-hero portrayed by Danny Kaye in the 1955 musical comedy film "The Court Jester."
  • B. Hubert Ingraham
    Hubert Ingraham is a Bahamian politician who served multiple terms as Prime Minister and led the Free National Movement party.
  • C. Frank Pembleton
    Frank Pembleton is a brilliant, intense, and morally driven homicide detective from the television series "Homicide: Life on the Street."
  • D. John Givings
    John Givings is a mentally unstable yet piercingly perceptive character in Richard Yates’s novel "Revolutionary Road," whose blunt insights expose the hidden truths and hypocrisies of the suburban couple at the story’s center.
  • E. Stanley Jackson
    Stanley Jackson is a partner at the law firm Worthington, Skilling, Helle & Jackson.
  • 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: Hubert Johnson
Triple: [The Contours, originalMember, Hubert Johnson]
Generated description
Hubert Johnson was an American singer best known as one of the founding members of the Motown vocal group The Contours.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hubert Johnson
Target entity description: Hubert Johnson was an American singer best known as one of the founding members of the Motown vocal group The Contours.
  • A. Hubert Hawkins
    Hubert Hawkins is the bumbling yet brave entertainer-turned-hero portrayed by Danny Kaye in the 1955 musical comedy film "The Court Jester."
  • B. Hubert Ingraham
    Hubert Ingraham is a Bahamian politician who served multiple terms as Prime Minister and led the Free National Movement party.
  • C. Frank Pembleton
    Frank Pembleton is a brilliant, intense, and morally driven homicide detective from the television series "Homicide: Life on the Street."
  • D. John Givings
    John Givings is a mentally unstable yet piercingly perceptive character in Richard Yates’s novel "Revolutionary Road," whose blunt insights expose the hidden truths and hypocrisies of the suburban couple at the story’s center.
  • E. Stanley Jackson
    Stanley Jackson is a partner at the law firm Worthington, Skilling, Helle & Jackson.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fb9eca48190aa6612ffc5ed0df2 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c648b948190bfc6032cf8fdd7d5 completed May 2, 2026, 10:36 p.m.
NEDg Description generation batch_69f6807200d4819081ab83b4b5afd9a4 completed May 2, 2026, 10:53 p.m.
NED2 Entity disambiguation (via description) batch_69f681028aa8819099f47625c86d8a4a completed May 2, 2026, 10:56 p.m.
Created at: April 8, 2026, 9:54 p.m.