Triple

T1432734
Position Surface form Disambiguated ID Type / Status
Subject I'm Gonna Make You Love Me E30485 entity
Predicate hasNotablePerformer P17435 FINISHED
Object Dennis Edwards
Dennis Edwards was an American soul and R&B singer best known as a lead vocalist for The Temptations during their late-1960s and 1970s psychedelic soul era.
E164973 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: Dennis Edwards | Statement: [I'm Gonna Make You Love Me, hasNotablePerformer, Dennis Edwards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dennis Edwards
Context triple: [I'm Gonna Make You Love Me, hasNotablePerformer, Dennis Edwards]
  • A. Eddie Kendricks
    Eddie Kendricks was an American singer and founding member of The Temptations, renowned for his distinctive falsetto lead vocals on many of the group's classic Motown hits.
  • B. Bernard Edwards
    Bernard Edwards was an influential American bassist, songwriter, and record producer best known as a co-founder of the disco band Chic and for crafting numerous funk and R&B hits.
  • C. Irvin Plant
    Irvin Plant is a major steel production facility within U.S. Steel’s Mon Valley Works in Pennsylvania, known for processing and finishing steel products.
  • D. Smokey Robinson
    Smokey Robinson is an influential American singer, songwriter, and record producer, best known as a defining figure of Motown and a pioneer of soul and R&B music.
  • E. Nathan Morris
    Nathan Morris is an American R&B singer and founding member of the vocal group Boyz II Men.
  • 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: Dennis Edwards
Triple: [I'm Gonna Make You Love Me, hasNotablePerformer, Dennis Edwards]
Generated description
Dennis Edwards was an American soul and R&B singer best known as a lead vocalist for The Temptations during their late-1960s and 1970s psychedelic soul era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dennis Edwards
Target entity description: Dennis Edwards was an American soul and R&B singer best known as a lead vocalist for The Temptations during their late-1960s and 1970s psychedelic soul era.
  • A. Eddie Kendricks
    Eddie Kendricks was an American singer and founding member of The Temptations, renowned for his distinctive falsetto lead vocals on many of the group's classic Motown hits.
  • B. Bernard Edwards
    Bernard Edwards was an influential American bassist, songwriter, and record producer best known as a co-founder of the disco band Chic and for crafting numerous funk and R&B hits.
  • C. Irvin Plant
    Irvin Plant is a major steel production facility within U.S. Steel’s Mon Valley Works in Pennsylvania, known for processing and finishing steel products.
  • D. Smokey Robinson
    Smokey Robinson is an influential American singer, songwriter, and record producer, best known as a defining figure of Motown and a pioneer of soul and R&B music.
  • E. Nathan Morris
    Nathan Morris is an American R&B singer and founding member of the vocal group Boyz II Men.
  • 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_69a498fc69ec8190b61722bd4b67c4d2 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4ddbe208190a68cb000a6970d17 completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08b5ba94819092e66e8dfd6bf87d completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad09f7609481908ce2f77da55461be completed March 8, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_69ad0a4a1f80819099bfef26ad0ab428 completed March 8, 2026, 5:34 a.m.
Created at: March 1, 2026, 8 p.m.