Triple

T15349393
Position Surface form Disambiguated ID Type / Status
Subject The Nu Nation Project E367009 entity
Predicate mainPerformer P1363 FINISHED
Object Kirk Franklin & The Family
Kirk Franklin & The Family is a pioneering contemporary gospel choir and ensemble led by Kirk Franklin, known for blending traditional gospel with R&B and hip-hop influences.
E75152 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: Kirk Franklin & The Family | Statement: [The Nu Nation Project, mainPerformer, Kirk Franklin & The Family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kirk Franklin & The Family
Context triple: [The Nu Nation Project, mainPerformer, Kirk Franklin & The Family]
  • A. Kirk Franklin
    Kirk Franklin is an American gospel musician, choir director, and songwriter known for pioneering contemporary urban gospel by blending traditional church music with hip-hop and R&B influences.
  • B. The Winans
    The Winans are a pioneering American gospel music family group known for their smooth harmonies and significant influence on contemporary gospel and R&B.
  • C. The Andraé Crouch Choir
    The Andraé Crouch Choir is a renowned gospel choir closely associated with legendary gospel musician Andraé Crouch and known for its powerful vocal performances on major pop and gospel recordings.
  • D. Edwin Hawkins Singers
    The Edwin Hawkins Singers were an American gospel group best known for their crossover hit "Oh Happy Day," which brought contemporary gospel music to a mainstream audience in the late 1960s.
  • E. Tasha Cobbs
    Tasha Cobbs is an American gospel singer and songwriter best known for her powerful worship anthems like "Break Every Chain."
  • 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: Kirk Franklin & The Family
Triple: [The Nu Nation Project, mainPerformer, Kirk Franklin & The Family]
Generated description
Kirk Franklin & The Family is a pioneering contemporary gospel choir and ensemble led by Kirk Franklin, known for blending traditional gospel with R&B and hip-hop influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kirk Franklin & The Family
Target entity description: Kirk Franklin & The Family is a pioneering contemporary gospel choir and ensemble led by Kirk Franklin, known for blending traditional gospel with R&B and hip-hop influences.
  • A. Kirk Franklin chosen
    Kirk Franklin is an American gospel musician, choir director, and songwriter known for pioneering contemporary urban gospel by blending traditional church music with hip-hop and R&B influences.
  • B. The Winans
    The Winans are a pioneering American gospel music family group known for their smooth harmonies and significant influence on contemporary gospel and R&B.
  • C. The Andraé Crouch Choir
    The Andraé Crouch Choir is a renowned gospel choir closely associated with legendary gospel musician Andraé Crouch and known for its powerful vocal performances on major pop and gospel recordings.
  • D. Edwin Hawkins Singers
    The Edwin Hawkins Singers were an American gospel group best known for their crossover hit "Oh Happy Day," which brought contemporary gospel music to a mainstream audience in the late 1960s.
  • E. Tasha Cobbs
    Tasha Cobbs is an American gospel singer and songwriter best known for her powerful worship anthems like "Break Every Chain."
  • F. None of above.

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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e27f8a88190a0f65756e3a1fdfc completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff1341033881909121ade33cecaf50 completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff141b025c8190ac5ac9400ff36133 completed May 9, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69ff1519100c819083ee0342bf25d89e completed May 9, 2026, 11:06 a.m.
Created at: April 10, 2026, 3:17 a.m.