Triple
T22258006
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheat Codes |
E550140
|
entity |
| Predicate | chronologyPreviousWorkOf |
P147585
|
FINISHED |
| Object | Black Thought |
—
|
NE NERFINISHED |
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: Black Thought | Statement: [Cheat Codes, chronologyPreviousWorkOf, Black Thought]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Thought Context triple: [Cheat Codes, chronologyPreviousWorkOf, Black Thought]
-
A.
Tariq "Black Thought" Trotter
chosen
Tariq "Black Thought" Trotter is an American rapper, lyricist, and actor best known as the lead MC of the hip hop band The Roots and for his intricate, socially conscious wordplay.
-
B.
Talib Kweli
Talib Kweli is an American rapper and activist known for his socially conscious lyrics and influential role in underground and alternative hip hop.
-
C.
Saul Williams
Saul Williams is an American poet, musician, and actor known for his influential work in slam poetry and his genre-blending hip-hop and spoken word albums.
-
D.
Rahzel
Rahzel is an American beatboxer and vocal percussionist renowned for his innovative ability to simultaneously sing and beatbox, and for his prominent work with the hip hop group The Roots.
-
E.
Aesop Rock
Aesop Rock is an American underground hip hop artist known for his dense, abstract lyricism and influential role in independent rap.
- 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: chronologyPreviousWorkOf Context triple: [Cheat Codes, chronologyPreviousWorkOf, Black Thought]
-
A.
chronologyPrevious
Indicates that one event, item, or state occurs directly before another in a chronological sequence.
-
B.
chronologyPrecedes
Indicates that one event or state occurs earlier in time than another in a chronological sequence.
-
C.
chronologyOf
Indicates that one entity represents the temporal ordering, sequence, or historical timeline of events or states associated with another entity.
-
D.
chronologyUsedBy
Indicates that a particular system, method, or scheme of chronological ordering is employed or adopted by a given entity.
-
E.
chronologyIn
Indicates that one event or temporal entity occurs within the chronological scope or timeframe defined by another.
- F. None of above. chosen
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_69e11e42adb8819087714772ea606709 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f138c4bff48190b4be83f5f7677ac8 |
completed | April 28, 2026, 10:46 p.m. |
| PD | Predicate disambiguation | batch_69e72fe1e0cc8190bd13cff2a0846225 |
completed | April 21, 2026, 8:05 a.m. |
| PDg | Predicate description generation | batch_69e7342ce08c8190bc0a7085f4a952e7 |
completed | April 21, 2026, 8:24 a.m. |
Created at: April 16, 2026, 8:39 p.m.