Triple
T2997214
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soulshock & Karlin |
E81097
|
entity |
| Predicate | workedWithArtist |
P8554
|
FINISHED |
| Object | 2Pac |
E27310
|
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: 2Pac | Statement: [Soulshock & Karlin, workedWithArtist, 2Pac]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2Pac Context triple: [Soulshock & Karlin, workedWithArtist, 2Pac]
-
A.
Tupac Shakur
chosen
Tupac Shakur was a highly influential American rapper, actor, and cultural icon known for his socially conscious lyrics, prolific output, and enduring impact on hip-hop and popular culture.
-
B.
The Notorious B.I.G.
The Notorious B.I.G. was a highly influential American rapper whose storytelling, flow, and albums like "Ready to Die" helped define 1990s East Coast hip-hop.
-
C.
Afeni Shakur
Afeni Shakur was an American political activist and former Black Panther best known as the mother of rapper Tupac Shakur and as the executor and guardian of his artistic legacy.
-
D.
Ice Cube
Ice Cube is an American rapper, actor, and filmmaker known as a pioneering figure in gangsta rap and a founding member of the influential group N.W.A.
-
E.
50 Cent
50 Cent is an American rapper, actor, and entrepreneur known for his influential early-2000s hip-hop albums and his breakout debut "Get Rich or Die Tryin'."
- 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_69ad8b187fc8819085914d3c9ea3142d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99f612148190a5a565ba2ecc4fc0 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e419e508190be23a2d413357058 |
completed | March 11, 2026, 8:56 a.m. |
Created at: March 8, 2026, 2:59 p.m.