Triple
T4205027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DJ Khalil |
E86161
|
entity |
| Predicate | hasCollaboratedWith |
P8554
|
FINISHED |
| Object | Talib Kweli |
E25555
|
NE FINISHED |
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: Talib Kweli | Statement: [DJ Khalil, hasCollaboratedWith, Talib Kweli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talib Kweli Context triple: [DJ Khalil, hasCollaboratedWith, Talib Kweli]
-
A.
Talib Kweli
chosen
Talib Kweli is an American rapper and activist known for his socially conscious lyrics and influential role in underground and alternative hip hop.
-
B.
Brother Ali
Brother Ali is an American underground hip hop artist known for his socially conscious lyrics, affiliation with Rhymesayers Entertainment, and distinctive, soulful delivery.
-
C.
Big K.R.I.T.
Big K.R.I.T. is an American rapper and producer from Mississippi known for his soulful, Southern hip-hop style and introspective, socially conscious lyrics.
-
D.
Pharoahe Monch
Pharoahe Monch is an American rapper and lyricist known for his complex wordplay, intricate rhyme schemes, and influential work in underground hip-hop.
-
E.
Raekwon
Raekwon is an American rapper best known as a core member of the influential hip hop group Wu-Tang Clan and for his acclaimed solo album "Only Built 4 Cuban Linx...."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69aed93b89f48190a31f6d57c760e42f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af0382eafc8190946bf45bf28095dd |
completed | March 9, 2026, 5:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e4df07a08190be5d2a516910c491 |
completed | March 14, 2026, 10:44 p.m. |
Created at: March 9, 2026, 3:49 p.m.