Triple

T12275017
Position Surface form Disambiguated ID Type / Status
Subject Ain't Too Proud to Beg E292566 entity
Predicate songwriter P1141 FINISHED
Object Edward Holland Jr.
Edward Holland Jr. is an American songwriter best known as a member of Motown’s famed Holland–Dozier–Holland team, which crafted numerous hits for artists like The Supremes and The Four Tops.
 E974779 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: Edward Holland Jr. | Statement: [Ain't Too Proud to Beg, songwriter, Edward Holland Jr.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Edward Holland Jr.
Context triple: [Ain't Too Proud to Beg, songwriter, Edward Holland Jr.]
  • A. Richard Holland
    Richard Holland is an American music producer and former husband of renowned singer Chaka Khan.
  • B. John Hull
    John Hull was a prominent 17th-century Boston merchant, silversmith, and colonial official best known for serving as the Massachusetts Bay Colony’s mintmaster.
  • C. John Hollowood
    John Hollowood is a businessman known for being one of the founders of the multinational chemicals company Ineos.
  • D. Richard Edmonds
    Richard Edmonds was a prominent British far-right political activist known for his leadership roles in extremist nationalist organizations.
  • E. Anthony Hudson
    Anthony Hudson is an American-English football manager and former player known for coaching national teams including New Zealand and the United States (as interim head coach).
  • 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: Edward Holland Jr.
Triple: [Ain't Too Proud to Beg, songwriter, Edward Holland Jr.]
Generated description
Edward Holland Jr. is an American songwriter best known as a member of Motown’s famed Holland–Dozier–Holland team, which crafted numerous hits for artists like The Supremes and The Four Tops.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Edward Holland Jr.
Target entity description: Edward Holland Jr. is an American songwriter best known as a member of Motown’s famed Holland–Dozier–Holland team, which crafted numerous hits for artists like The Supremes and The Four Tops.
  • A. Richard Holland
    Richard Holland is an American music producer and former husband of renowned singer Chaka Khan.
  • B. John Hull
    John Hull was a prominent 17th-century Boston merchant, silversmith, and colonial official best known for serving as the Massachusetts Bay Colony’s mintmaster.
  • C. John Hollowood
    John Hollowood is a businessman known for being one of the founders of the multinational chemicals company Ineos.
  • D. Richard Edmonds
    Richard Edmonds was a prominent British far-right political activist known for his leadership roles in extremist nationalist organizations.
  • E. Anthony Hudson
    Anthony Hudson is an American-English football manager and former player known for coaching national teams including New Zealand and the United States (as interim head coach).
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cef684081908adaee8e04facc2e completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e6b50a48190b1beabd149d5830f completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9386548190a749445a404db3a2 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f6207f164c8190b663a50ee3c761d6 completed May 2, 2026, 4:04 p.m.
Created at: April 8, 2026, 9:52 p.m.