Triple

T523754
Position Surface form Disambiguated ID Type / Status
Subject Black America Again E10872 entity
Predicate featuresArtist P1952 FINISHED
Object Tasha Cobbs
Tasha Cobbs is an American gospel singer and songwriter best known for her powerful worship anthems like "Break Every Chain."
E65397 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: Tasha Cobbs | Statement: [Black America Again, featuresArtist, Tasha Cobbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tasha Cobbs
Context triple: [Black America Again, featuresArtist, Tasha Cobbs]
  • A. Chaka Khan
    Chaka Khan is an American singer known as the "Queen of Funk," celebrated for her powerful vocals and influential work in funk, R&B, and soul music since the 1970s.
  • B. Gladys Knight
    Gladys Knight is an American soul and R&B singer, known as the "Empress of Soul," celebrated for her powerful vocals and hits with her group Gladys Knight & the Pips.
  • C. Destiny's Child
    Destiny's Child was a hugely successful American R&B girl group, best known for hits like "Say My Name" and "Survivor" and for launching Beyoncé's career.
  • D. Martha and the Vandellas
    Martha and the Vandellas were a prominent 1960s American Motown girl group known for classic soul hits like "Dancing in the Street" and "Heat Wave."
  • E. Martha Tedeschi
    Martha Tedeschi is an American art historian and museum leader known for her scholarship on works on paper and for heading major art institutions.
  • 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: Tasha Cobbs
Triple: [Black America Again, featuresArtist, Tasha Cobbs]
Generated description
Tasha Cobbs is an American gospel singer and songwriter best known for her powerful worship anthems like "Break Every Chain."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tasha Cobbs
Target entity description: Tasha Cobbs is an American gospel singer and songwriter best known for her powerful worship anthems like "Break Every Chain."
  • A. Chaka Khan
    Chaka Khan is an American singer known as the "Queen of Funk," celebrated for her powerful vocals and influential work in funk, R&B, and soul music since the 1970s.
  • B. Gladys Knight
    Gladys Knight is an American soul and R&B singer, known as the "Empress of Soul," celebrated for her powerful vocals and hits with her group Gladys Knight & the Pips.
  • C. Destiny's Child
    Destiny's Child was a hugely successful American R&B girl group, best known for hits like "Say My Name" and "Survivor" and for launching Beyoncé's career.
  • D. Martha and the Vandellas
    Martha and the Vandellas were a prominent 1960s American Motown girl group known for classic soul hits like "Dancing in the Street" and "Heat Wave."
  • E. Martha Tedeschi
    Martha Tedeschi is an American art historian and museum leader known for her scholarship on works on paper and for heading major art institutions.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b4f01881908b408357ff113308 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ab20f5288190aca34aacde60604b completed March 1, 2026, 9:09 p.m.
NEDg Description generation batch_69a4abcb4b0c8190b7fdad2d46b97a06 completed March 1, 2026, 9:12 p.m.
NED2 Entity disambiguation (via description) batch_69a4ada4ca5481909bbd62b55f10f4f9 completed March 1, 2026, 9:20 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.