Triple

T15349724
Position Surface form Disambiguated ID Type / Status
Subject The Family E367018 entity
Predicate performerOn P57842 FINISHED
Object the album "Whatcha Lookin' 4"
"Whatcha Lookin' 4" is a Grammy-winning 1996 gospel album by Kirk Franklin & The Family that blends contemporary R&B, hip hop, and traditional choir arrangements.
E1151929 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: the album "Whatcha Lookin' 4" | Statement: [The Family, performerOn, the album "Whatcha Lookin' 4"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: the album "Whatcha Lookin' 4"
Context triple: [The Family, performerOn, the album "Whatcha Lookin' 4"]
  • A. album "The Look of Love"
    "The Look of Love" is a jazz and bossa nova–infused studio album by Canadian pianist and vocalist Diana Krall, known for its lush orchestral arrangements and romantic standards.
  • B. album "When I Look in Your Eyes"
    "When I Look in Your Eyes" is a Grammy-winning jazz vocal album by Canadian pianist and singer Diana Krall, noted for its lush arrangements and sophisticated interpretations of standards.
  • C. album "Look to the Rainbow"
    "Look to the Rainbow" is a live jazz vocal album by Al Jarreau that showcases his distinctive improvisational style and helped solidify his reputation as a leading jazz and pop vocalist.
  • D. album "Whut? Thee Album"
    "Whut? Thee Album" is the 1992 debut studio album by American rapper Redman, celebrated as a classic of East Coast hip hop for its funk-influenced production and humorous, energetic lyricism.
  • E. album “What It Is”
    "What It Is" is a funk and soul album by American musician Edwin Birdsong, known for its experimental grooves and later influence on hip-hop sampling.
  • 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: the album "Whatcha Lookin' 4"
Triple: [The Family, performerOn, the album "Whatcha Lookin' 4"]
Generated description
"Whatcha Lookin' 4" is a Grammy-winning 1996 gospel album by Kirk Franklin & The Family that blends contemporary R&B, hip hop, and traditional choir arrangements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: the album "Whatcha Lookin' 4"
Target entity description: "Whatcha Lookin' 4" is a Grammy-winning 1996 gospel album by Kirk Franklin & The Family that blends contemporary R&B, hip hop, and traditional choir arrangements.
  • A. album "The Look of Love"
    "The Look of Love" is a jazz and bossa nova–infused studio album by Canadian pianist and vocalist Diana Krall, known for its lush orchestral arrangements and romantic standards.
  • B. album "When I Look in Your Eyes"
    "When I Look in Your Eyes" is a Grammy-winning jazz vocal album by Canadian pianist and singer Diana Krall, noted for its lush arrangements and sophisticated interpretations of standards.
  • C. album "Look to the Rainbow"
    "Look to the Rainbow" is a live jazz vocal album by Al Jarreau that showcases his distinctive improvisational style and helped solidify his reputation as a leading jazz and pop vocalist.
  • D. album "Whut? Thee Album"
    "Whut? Thee Album" is the 1992 debut studio album by American rapper Redman, celebrated as a classic of East Coast hip hop for its funk-influenced production and humorous, energetic lyricism.
  • E. album “What It Is”
    "What It Is" is a funk and soul album by American musician Edwin Birdsong, known for its experimental grooves and later influence on hip-hop sampling.
  • 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_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_69ff01fb46b48190a030e40ee0163559 completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff031869a481909911d251aa9ce3e8 completed May 9, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69ff03c0ebc081908b1a132256e9d004 completed May 9, 2026, 9:52 a.m.
Created at: April 10, 2026, 3:17 a.m.