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.