Triple
T14651200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MadGibbs |
E343988
|
entity |
| Predicate | collaborativeProjectWith |
P60681
|
FINISHED |
| Object | Freddie Gibbs |
E69196
|
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: Freddie Gibbs | Statement: [MadGibbs, collaborativeProjectWith, Freddie Gibbs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Freddie Gibbs Context triple: [MadGibbs, collaborativeProjectWith, Freddie Gibbs]
-
A.
Freddie Gibbs
chosen
Freddie Gibbs is an American rapper known for his gritty street narratives, technical lyricism, and acclaimed collaborative albums with producers like Madlib and The Alchemist.
-
B.
Kevin Gates
Kevin Gates is an American rapper and singer known for his emotionally raw lyrics, melodic Southern trap sound, and projects like the album "Islah."
-
C.
Waka Flocka Flame
Waka Flocka Flame is an American rapper known for his aggressive trap sound and hits like "No Hands" and "Hard in da Paint."
-
D.
Danny Brown
Danny Brown is an American rapper known for his eccentric style, high-pitched delivery, and critically acclaimed albums like "XXX" and "Atrocity Exhibition."
-
E.
Freddie Foxxx
Freddie Foxxx, also known as Bumpy Knuckles, is an American hardcore hip-hop MC and producer renowned for his aggressive delivery and collaborations with prominent East Coast rap artists.
- 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: collaborativeProjectWith Context triple: [MadGibbs, collaborativeProjectWith, Freddie Gibbs]
-
A.
collaborativeWork
Indicates a relationship where two or more entities jointly contribute effort or resources toward a shared task, project, or goal.
-
B.
collaborationOf
Indicates a relationship in which two or more entities work together jointly toward a shared goal or outcome.
-
C.
hasCollaboratedIn
chosen
Indicates that two or more entities have worked together on a shared project, task, or activity.
-
D.
organizedInCollaborationWith
Indicates that an event, project, or activity was organized jointly in cooperation with another party or parties.
-
E.
collaborationAt
Indicates that two or more entities are working together or jointly engaged in an activity, project, or context at a specific place, organization, or event.
- F. None of above.
Provenance (4 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_69ff453e3d3081909f6b6e8b67a824ac |
completed | May 9, 2026, 2:31 p.m. |
| PD | Predicate disambiguation | batch_69de6576f0208190aa94d995e797ac38 |
completed | April 14, 2026, 4:04 p.m. |
Created at: April 10, 2026, 1:27 a.m.