Triple

T15653020
Position Surface form Disambiguated ID Type / Status
Subject Bounty Killer E376358 entity
Predicate notableAlbum P4 FINISHED
Object Ghetto Dictionary: The Art of War
Ghetto Dictionary: The Art of War is a prominent dancehall album by Jamaican deejay Bounty Killer, showcasing his gritty lyrical style and socially charged themes.
E1169500 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: Ghetto Dictionary: The Art of War | Statement: [Bounty Killer, notableAlbum, Ghetto Dictionary: The Art of War]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ghetto Dictionary: The Art of War
Context triple: [Bounty Killer, notableAlbum, Ghetto Dictionary: The Art of War]
  • A. Ghetto Warfare
    Ghetto Warfare is a gritty, hard-hitting hip-hop album by the Brooklyn rap duo M.O.P., showcasing their aggressive lyrical style and street-oriented themes.
  • B. Ghetto Children
    Ghetto Children is a hip hop group known for its contributions to the Seattle underground rap scene in the 1990s.
  • C. Ghetto Story
    Ghetto Story is a popular dancehall song by Jamaican artist Baby Cham that vividly narrates the struggles and realities of inner-city life.
  • D. Every Ghetto
    "Every Ghetto" is a socially conscious hip-hop track by Nas from his acclaimed 2001 album *Stillmatic*, reflecting on inner-city struggles and resilience.
  • E. Ghetto Reporter
    "Ghetto Reporter" is a track by Nas from his album *King's Disease III*, showcasing his reflective storytelling and sharp lyricism over soulful production.
  • 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: Ghetto Dictionary: The Art of War
Triple: [Bounty Killer, notableAlbum, Ghetto Dictionary: The Art of War]
Generated description
Ghetto Dictionary: The Art of War is a prominent dancehall album by Jamaican deejay Bounty Killer, showcasing his gritty lyrical style and socially charged themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ghetto Dictionary: The Art of War
Target entity description: Ghetto Dictionary: The Art of War is a prominent dancehall album by Jamaican deejay Bounty Killer, showcasing his gritty lyrical style and socially charged themes.
  • A. Ghetto Warfare
    Ghetto Warfare is a gritty, hard-hitting hip-hop album by the Brooklyn rap duo M.O.P., showcasing their aggressive lyrical style and street-oriented themes.
  • B. Ghetto Children
    Ghetto Children is a hip hop group known for its contributions to the Seattle underground rap scene in the 1990s.
  • C. Ghetto Story
    Ghetto Story is a popular dancehall song by Jamaican artist Baby Cham that vividly narrates the struggles and realities of inner-city life.
  • D. Every Ghetto
    "Every Ghetto" is a socially conscious hip-hop track by Nas from his acclaimed 2001 album *Stillmatic*, reflecting on inner-city struggles and resilience.
  • E. Ghetto Reporter
    "Ghetto Reporter" is a track by Nas from his album *King's Disease III*, showcasing his reflective storytelling and sharp lyricism over soulful production.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ef089948190902ec22f4d7bc932 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6797954c8190ac05ee3db634efa7 completed May 9, 2026, 4:57 p.m.
NEDg Description generation batch_69ff68481ff881909c23ae20bd3a9ff8 completed May 9, 2026, 5 p.m.
NED2 Entity disambiguation (via description) batch_69ff6911a76c819088c8a86d2106b6c6 completed May 9, 2026, 5:04 p.m.
Created at: April 10, 2026, 4:15 a.m.