Triple
T14651210
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MadGibbs |
E343988
|
entity |
| Predicate | hasSingle |
P3282
|
FINISHED |
| Object | Thuggin' |
E1110516
|
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: Thuggin' | Statement: [MadGibbs, hasSingle, Thuggin']
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thuggin' Context triple: [MadGibbs, hasSingle, Thuggin']
-
A.
Thuggin'
chosen
"Thuggin'" is a track by Freddie Gibbs and Madlib from their critically acclaimed collaborative album *Piñata*.
-
B.
Young & Thuggin'
Young & Thuggin' is the first solo studio album by New Orleans rapper Turk, known for its gritty Southern hip hop sound and Cash Money Records production.
-
C.
Thug Lovin'
"Thug Lovin'" is an R&B/hip-hop single by Ja Rule featuring Bobby Brown, known for its blend of rap verses and soulful hooks.
-
D.
Thugs Are Us
Thugs Are Us is a 2001 studio album by American rapper Trick Daddy that helped solidify his prominence in Southern hip hop.
-
E.
Notorious Thugs
"Notorious Thugs" is a standout collaboration between The Notorious B.I.G. and Bone Thugs-N-Harmony, known for its rapid-fire flows and fusion of East Coast and Midwest rap styles.
- 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_69d822e1a2cc81908e5bb93cf61ce3cc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb517e7648190b9fc73d6cdbb68de |
completed | April 14, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdd5d9ab188190934deb57fd6d9a56 |
completed | May 8, 2026, 12:23 p.m. |
Created at: April 10, 2026, 1:27 a.m.