Triple

T6478458
Position Surface form Disambiguated ID Type / Status
Subject Ghetto Gospel E146129 entity
Predicate album P1995 FINISHED
Object Loyal to the Game
Loyal to the Game is a posthumous studio album by Tupac Shakur, produced primarily by Eminem and known for its remixed versions of 2Pac’s unreleased and previously recorded material.
E597001 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: Loyal to the Game | Statement: [Ghetto Gospel, album, Loyal to the Game]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loyal to the Game
Context triple: [Ghetto Gospel, album, Loyal to the Game]
  • A. Soul of the Game
    Soul of the Game is a 1996 television film that dramatizes the lives and careers of Negro League baseball legends such as Satchel Paige, Josh Gibson, and Jackie Robinson during the era of racial segregation in American sports.
  • B. Guardians of the Game
    Guardians of the Game is the guiding motto of the National Association of Basketball Coaches, emphasizing coaches’ responsibility to uphold the integrity, values, and positive impact of basketball.
  • C. 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.
  • D. Out of the Game
    Out of the Game is a 2012 studio album by American-Canadian singer-songwriter Rufus Wainwright, noted for its more accessible pop sound and production by Mark Ronson.
  • E. Talk a Good Game
    Talk a Good Game is the third studio album by American singer Kelly Rowland, showcasing her R&B sound with themes of love, empowerment, and personal growth.
  • 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: Loyal to the Game
Triple: [Ghetto Gospel, album, Loyal to the Game]
Generated description
Loyal to the Game is a posthumous studio album by Tupac Shakur, produced primarily by Eminem and known for its remixed versions of 2Pac’s unreleased and previously recorded material.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loyal to the Game
Target entity description: Loyal to the Game is a posthumous studio album by Tupac Shakur, produced primarily by Eminem and known for its remixed versions of 2Pac’s unreleased and previously recorded material.
  • A. Soul of the Game
    Soul of the Game is a 1996 television film that dramatizes the lives and careers of Negro League baseball legends such as Satchel Paige, Josh Gibson, and Jackie Robinson during the era of racial segregation in American sports.
  • B. Guardians of the Game
    Guardians of the Game is the guiding motto of the National Association of Basketball Coaches, emphasizing coaches’ responsibility to uphold the integrity, values, and positive impact of basketball.
  • C. 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.
  • D. Out of the Game
    Out of the Game is a 2012 studio album by American-Canadian singer-songwriter Rufus Wainwright, noted for its more accessible pop sound and production by Mark Ronson.
  • E. Talk a Good Game
    Talk a Good Game is the third studio album by American singer Kelly Rowland, showcasing her R&B sound with themes of love, empowerment, and personal growth.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a4d35f08190a94143367b1d45c5 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653aa82808190a1e9d420e81d7839 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6542017f4819085efe545dd25060f completed March 27, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69c656d3533c819091a4255e354eccab completed March 27, 2026, 10:07 a.m.
Created at: March 22, 2026, 4:51 p.m.