Triple
T22575232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shawn J. Period |
E544375
|
entity |
| Predicate | contributedTo |
P37
|
FINISHED |
| Object | Mos Def & Talib Kweli Are Black Star |
—
|
NE NERFINISHED |
How this triple was built (2 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: Mos Def & Talib Kweli Are Black Star | Statement: [Shawn J. Period, contributedTo, Mos Def & Talib Kweli Are Black Star]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mos Def & Talib Kweli Are Black Star Context triple: [Shawn J. Period, contributedTo, Mos Def & Talib Kweli Are Black Star]
-
A.
album "Mos Def & Talib Kweli Are Black Star"
chosen
"Mos Def & Talib Kweli Are Black Star" is a critically acclaimed 1998 hip-hop album by the duo Black Star, celebrated for its socially conscious lyrics and influential role in underground rap.
-
B.
Madvillain
Madvillain is an underground hip hop duo consisting of producer Madlib and rapper MF DOOM, acclaimed for their influential 2004 album "Madvillainy."
-
C.
Blackalicious
Blackalicious was an American hip hop duo known for their intricate, tongue-twisting lyricism and inventive, positive-minded rap music emerging from the alternative West Coast scene.
-
D.
Talik Kweli & Hi-Tek
Talib Kweli & Hi-Tek are a hip-hop duo best known as Reflection Eternal, combining Kweli’s socially conscious lyricism with Hi-Tek’s soulful, sample-based production.
-
E.
Black Star
Black Star is a critically acclaimed hip hop duo consisting of rappers Mos Def (Yasiin Bey) and Talib Kweli, known for their socially conscious lyrics and influential role in underground rap.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e30d05481909df915354c89f0d6 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f15fec296481908a6101b02e5bedaa |
completed | April 29, 2026, 1:33 a.m. |
Created at: April 16, 2026, 8:53 p.m.