Triple

T14675591
Position Surface form Disambiguated ID Type / Status
Subject Chuck Harmony E344630 entity
Predicate hasCollaboratedWith P8554 FINISHED
Object Ne-Yo and Jennifer Hudson
Ne-Yo and Jennifer Hudson are acclaimed American R&B and soul artists known for their powerful vocals, chart-topping hits, and contributions to contemporary pop and urban music.
E1113863 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: Ne-Yo and Jennifer Hudson | Statement: [Chuck Harmony, hasCollaboratedWith, Ne-Yo and Jennifer Hudson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ne-Yo and Jennifer Hudson
Context triple: [Chuck Harmony, hasCollaboratedWith, Ne-Yo and Jennifer Hudson]
  • A. Jennifer Hudson
    Jennifer Hudson is an American singer and actress renowned for her powerful vocals, Academy Award–winning performance in "Dreamgirls," and success on both stage and screen.
  • B. Ne-Yo
    Ne-Yo is an American R&B singer, songwriter, and record producer known for hits like "So Sick" and for writing songs for numerous major artists.
  • C. Kierra Sheard
    Kierra Sheard is an American gospel singer, songwriter, and actress known for her powerful vocals, contemporary gospel style, and work as a member of the legendary Clark family.
  • D. Heather Headley
    Heather Headley is a Tony and Grammy Award-winning Trinidadian-American singer, songwriter, and actress known for her work in musical theatre and R&B/gospel music.
  • E. Brian McKnight
    Brian McKnight is an American R&B singer, songwriter, producer, and multi-instrumentalist known for his smooth vocals and romantic ballads.
  • 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: Ne-Yo and Jennifer Hudson
Triple: [Chuck Harmony, hasCollaboratedWith, Ne-Yo and Jennifer Hudson]
Generated description
Ne-Yo and Jennifer Hudson are acclaimed American R&B and soul artists known for their powerful vocals, chart-topping hits, and contributions to contemporary pop and urban music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ne-Yo and Jennifer Hudson
Target entity description: Ne-Yo and Jennifer Hudson are acclaimed American R&B and soul artists known for their powerful vocals, chart-topping hits, and contributions to contemporary pop and urban music.
  • A. Jennifer Hudson
    Jennifer Hudson is an American singer and actress renowned for her powerful vocals, Academy Award–winning performance in "Dreamgirls," and success on both stage and screen.
  • B. Ne-Yo
    Ne-Yo is an American R&B singer, songwriter, and record producer known for hits like "So Sick" and for writing songs for numerous major artists.
  • C. Kierra Sheard
    Kierra Sheard is an American gospel singer, songwriter, and actress known for her powerful vocals, contemporary gospel style, and work as a member of the legendary Clark family.
  • D. Heather Headley
    Heather Headley is a Tony and Grammy Award-winning Trinidadian-American singer, songwriter, and actress known for her work in musical theatre and R&B/gospel music.
  • E. Brian McKnight
    Brian McKnight is an American R&B singer, songwriter, producer, and multi-instrumentalist known for his smooth vocals and romantic ballads.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb5666e648190b5faa07076f497b8 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde17c24e0819089dd9606298f5ac9 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde6353dec8190b8729d61e7a2a649 completed May 8, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69fde72d93788190bd08326c3d2fea48 completed May 8, 2026, 1:37 p.m.
Created at: April 10, 2026, 1:27 a.m.