Triple
T3139417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tariq "Black Thought" Trotter |
E65607
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Game Theory (album) by The Roots
Game Theory is a critically acclaimed 2006 hip-hop album by The Roots known for its politically charged lyrics, dark production, and socially conscious themes.
|
E332383
|
NE FINISHED |
How this triple was built (4 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: Game Theory (album) by The Roots | Statement: [Tariq "Black Thought" Trotter, notableWork, Game Theory (album) by The Roots]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Game Theory (album) by The Roots Context triple: [Tariq "Black Thought" Trotter, notableWork, Game Theory (album) by The Roots]
-
A.
Discography of The Roots
The discography of The Roots is the complete collection of studio albums, live recordings, compilations, and notable releases by the Philadelphia-based hip hop band The Roots.
-
B.
The Roots Is Comin'
"The Roots Is Comin'" is an early track by the Philadelphia hip hop band The Roots, showcasing their jazz-influenced, live-instrument style that helped define their debut era.
-
C.
album "Out of the Game"
"Out of the Game" is a 2012 studio album by singer-songwriter Rufus Wainwright, noted for its lush pop production by Mark Ronson and its blend of baroque pop, soul, and classic singer-songwriter influences.
-
D.
This Ain't a Game
"This Ain't a Game" is the second studio album by American R&B singer Ray J, showcasing his early-2000s blend of contemporary R&B and hip hop.
-
E.
The Rap Game
The Rap Game is a reality television series where aspiring young rappers compete under the mentorship of established hip-hop artists for a chance at a recording contract.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Game Theory (album) by The Roots Triple: [Tariq "Black Thought" Trotter, notableWork, Game Theory (album) by The Roots]
Generated description
Game Theory is a critically acclaimed 2006 hip-hop album by The Roots known for its politically charged lyrics, dark production, and socially conscious themes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Game Theory (album) by The Roots Target entity description: Game Theory is a critically acclaimed 2006 hip-hop album by The Roots known for its politically charged lyrics, dark production, and socially conscious themes.
-
A.
Discography of The Roots
The discography of The Roots is the complete collection of studio albums, live recordings, compilations, and notable releases by the Philadelphia-based hip hop band The Roots.
-
B.
The Roots Is Comin'
"The Roots Is Comin'" is an early track by the Philadelphia hip hop band The Roots, showcasing their jazz-influenced, live-instrument style that helped define their debut era.
-
C.
album "Out of the Game"
"Out of the Game" is a 2012 studio album by singer-songwriter Rufus Wainwright, noted for its lush pop production by Mark Ronson and its blend of baroque pop, soul, and classic singer-songwriter influences.
-
D.
This Ain't a Game
"This Ain't a Game" is the second studio album by American R&B singer Ray J, showcasing his early-2000s blend of contemporary R&B and hip hop.
-
E.
The Rap Game
The Rap Game is a reality television series where aspiring young rappers compete under the mentorship of established hip-hop artists for a chance at a recording contract.
- F. None of above. chosen
Provenance (5 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_69ad8582f564819088c27e1f96153938 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada575bbac81909b1b95126f488809 |
completed | March 8, 2026, 4:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b224e11c508190b69c16dfb5313fc2 |
completed | March 12, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69b22534ce008190b3870460b6542a50 |
completed | March 12, 2026, 2:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b22903b428819083af822577861a6b |
completed | March 12, 2026, 2:46 a.m. |
Created at: March 8, 2026, 3:05 p.m.