Triple

T13830529
Position Surface form Disambiguated ID Type / Status
Subject Game Theory E332383 entity
Predicate includesTrack P3284 FINISHED
Object Game Theory (song)
"Game Theory" is a song by the American hip hop group The Roots, known for its socially conscious lyrics and innovative production, from their 2006 album of the same name.
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 (song) | Statement: [Game Theory, includesTrack, Game Theory (song)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Game Theory (song)
Context triple: [Game Theory, includesTrack, Game Theory (song)]
  • A. 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.
  • B. 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.
  • C. Win, Lose or Draw (song)
    "Win, Lose or Draw" is a blues-rock song by the Allman Brothers Band, known as the title track of their 1975 studio album.
  • D. Our Game
    Our Game is a 1995 espionage novel by John le Carré that follows a retired British intelligence officer entangled in a post–Cold War conspiracy involving his former protégé.
  • E. The Game
    The Game is the storied annual college football rivalry matchup between the Ohio State Buckeyes and the Michigan Wolverines, considered one of the most intense and historic rivalries in American sports.
  • 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 (song)
Triple: [Game Theory, includesTrack, Game Theory (song)]
Generated description
"Game Theory" is a song by the American hip hop group The Roots, known for its socially conscious lyrics and innovative production, from their 2006 album of the same name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Game Theory (song)
Target entity description: "Game Theory" is a song by the American hip hop group The Roots, known for its socially conscious lyrics and innovative production, from their 2006 album of the same name.
  • A. 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.
  • B. Game Theory (album) by The Roots chosen
    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.
  • C. Win, Lose or Draw (song)
    "Win, Lose or Draw" is a blues-rock song by the Allman Brothers Band, known as the title track of their 1975 studio album.
  • D. Our Game
    Our Game is a 1995 espionage novel by John le Carré that follows a retired British intelligence officer entangled in a post–Cold War conspiracy involving his former protégé.
  • E. The Game
    The Game is the storied annual college football rivalry matchup between the Ohio State Buckeyes and the Michigan Wolverines, considered one of the most intense and historic rivalries in American sports.
  • F. None of above.

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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0299334481908c2b271eaf06e4b7 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8ebf2608190b1071ee6967fa8d3 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b9d928ac81908867a99740d6c3a0 completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7ba6b2c208190b01e3a5ae872b14f completed May 3, 2026, 9:13 p.m.
Created at: April 9, 2026, 10:13 p.m.