Triple
T6376873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | How's It Goin' Down |
E143487
|
entity |
| Predicate | hasHookSinger |
P70265
|
FINISHED |
| Object | Faith Evans |
E30934
|
NE FINISHED |
How this triple was built (3 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: Faith Evans | Statement: [How's It Goin' Down, hasHookSinger, Faith Evans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faith Evans Context triple: [How's It Goin' Down, hasHookSinger, Faith Evans]
-
A.
Faith Evans
chosen
Faith Evans is an American R&B singer, songwriter, and record producer known for her soulful vocals, Grammy-winning hits, and marriage to The Notorious B.I.G.
-
B.
Evelyn Braxton
Evelyn Braxton is an American opera singer, certified life coach, and matriarch of the Braxton family, best known as the mother of singer Toni Braxton and for appearing on the reality show "Braxton Family Values."
-
C.
Toni Braxton
Toni Braxton is an American R&B singer and songwriter known for her rich contralto voice and hits like "Un-Break My Heart," making her one of the best-selling female artists of the 1990s.
-
D.
LaTavia Roberson
LaTavia Roberson is an American singer and original member of the R&B girl group Destiny's Child, known for her contributions to the group's early success before pursuing other ventures in music and entertainment.
-
E.
Keyshia Cole
Keyshia Cole is an American R&B singer, songwriter, and television personality known for her soulful vocals and hit albums in the 2000s.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasHookSinger Context triple: [How's It Goin' Down, hasHookSinger, Faith Evans]
-
A.
hasHook
Indicates that one entity possesses, is equipped with, or features a hook in relation to another entity or context.
-
B.
hasSong
Indicates that one entity possesses, features, or includes a particular song.
-
C.
hasSignatureSong
Indicates that an artist or performer is especially associated with a particular song that is widely recognized as their defining or most iconic work.
-
D.
hasSpecialSong
Indicates that one entity possesses or is associated with a particular song that is unique, distinctive, or specially designated for it.
-
E.
hasChorus
Indicates that something (typically a song or musical piece) includes a chorus section as part of its structure.
- 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_69c008d9f4348190ab598a2913259a1c |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0683d7af881908d66d5230e1bfcb6 |
completed | March 22, 2026, 10:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640b56de8819092e00930f56aeb56 |
completed | March 27, 2026, 8:32 a.m. |
| PD | Predicate disambiguation | batch_69c060ee055081908c79a1d151bd74cd |
completed | March 22, 2026, 9:36 p.m. |
| PDg | Predicate description generation | batch_69c0623d23448190a75cf5d802fc0a02 |
completed | March 22, 2026, 9:42 p.m. |
Created at: March 22, 2026, 4:33 p.m.