Triple

T1432702
Position Surface form Disambiguated ID Type / Status
Subject I'm Gonna Make You Love Me E30485 entity
Predicate composer P1361 FINISHED
Object Kenneth Gamble
Kenneth Gamble is an American songwriter and producer best known as a pioneer of the Philadelphia soul sound and co-founder of the legendary songwriting and production team Gamble and Huff.
E163917 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: Kenneth Gamble | Statement: [I'm Gonna Make You Love Me, composer, Kenneth Gamble]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kenneth Gamble
Context triple: [I'm Gonna Make You Love Me, composer, Kenneth Gamble]
  • A. Berry Gordy
    Berry Gordy is an American record executive, producer, and songwriter best known as the visionary founder of the Motown record label, which shaped the sound of popular music in the 1960s and beyond.
  • 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. Quincy Jones
    Quincy Jones is an American record producer, composer, and arranger renowned for his influential work across jazz, pop, and soul, including landmark collaborations with artists like Michael Jackson and Frank Sinatra.
  • D. Gerry Goffin
    Gerry Goffin was an American lyricist best known for his prolific 1960s songwriting partnership with Carole King, creating numerous classic pop and soul hits.
  • E. 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.
  • 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: Kenneth Gamble
Triple: [I'm Gonna Make You Love Me, composer, Kenneth Gamble]
Generated description
Kenneth Gamble is an American songwriter and producer best known as a pioneer of the Philadelphia soul sound and co-founder of the legendary songwriting and production team Gamble and Huff.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kenneth Gamble
Target entity description: Kenneth Gamble is an American songwriter and producer best known as a pioneer of the Philadelphia soul sound and co-founder of the legendary songwriting and production team Gamble and Huff.
  • A. Berry Gordy
    Berry Gordy is an American record executive, producer, and songwriter best known as the visionary founder of the Motown record label, which shaped the sound of popular music in the 1960s and beyond.
  • 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. Quincy Jones
    Quincy Jones is an American record producer, composer, and arranger renowned for his influential work across jazz, pop, and soul, including landmark collaborations with artists like Michael Jackson and Frank Sinatra.
  • D. Gerry Goffin
    Gerry Goffin was an American lyricist best known for his prolific 1960s songwriting partnership with Carole King, creating numerous classic pop and soul hits.
  • E. 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.
  • 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_69ad016e25808190880a6e637dd2590a completed March 8, 2026, 4:56 a.m.
NEDg Description generation batch_69ad01f8028881909af95e9f61a17e88 completed March 8, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_69ad02c618c48190abf3e16d9f85e703 completed March 8, 2026, 5:01 a.m.
Created at: March 1, 2026, 8 p.m.