Triple

T13745213
Position Surface form Disambiguated ID Type / Status
Subject M.O.P. E330193 entity
Predicate notableWork P4 FINISHED
Object 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.
E1060250 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 Warfare | Statement: [M.O.P., notableWork, Ghetto Warfare]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ghetto Warfare
Context triple: [M.O.P., notableWork, Ghetto Warfare]
  • A. Operation Ghetto
    Operation Ghetto was a World War II sabotage and resistance action carried out by Kedyw, the Directorate of Diversion of the Polish Home Army, against German occupation forces.
  • B. The Ghetto
    "The Ghetto" is a socially conscious soul song by Donny Hathaway, celebrated for its vivid portrayal of urban life and its influential, groove-driven arrangement.
  • C. Red Orchestra
    Red Orchestra was a World War II anti-Nazi resistance network of German and European activists, spies, and sympathizers who gathered intelligence and opposed the Third Reich, many of whom were later persecuted by the Gestapo.
  • D. 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.
  • E. In the Ghetto
    "In the Ghetto" is a socially conscious soul ballad written by Mac Davis and most famously recorded by Elvis Presley, depicting the cycle of poverty and violence in an urban neighborhood.
  • 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 Warfare
Triple: [M.O.P., notableWork, Ghetto Warfare]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ghetto Warfare
Target entity description: 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.
  • A. Operation Ghetto
    Operation Ghetto was a World War II sabotage and resistance action carried out by Kedyw, the Directorate of Diversion of the Polish Home Army, against German occupation forces.
  • B. The Ghetto
    "The Ghetto" is a socially conscious soul song by Donny Hathaway, celebrated for its vivid portrayal of urban life and its influential, groove-driven arrangement.
  • C. Red Orchestra
    Red Orchestra was a World War II anti-Nazi resistance network of German and European activists, spies, and sympathizers who gathered intelligence and opposed the Third Reich, many of whom were later persecuted by the Gestapo.
  • D. 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.
  • E. In the Ghetto
    "In the Ghetto" is a socially conscious soul ballad written by Mac Davis and most famously recorded by Elvis Presley, depicting the cycle of poverty and violence in an urban neighborhood.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0211ba5481909fbd5b447e3d5a02 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a851f68c81908b24bc5275a58ad3 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a91deb3c8190ad2be7f1ca99ac9b completed May 3, 2026, 7:59 p.m.
NED2 Entity disambiguation (via description) batch_69f7ad51c6808190afa80fc3622399bf completed May 3, 2026, 8:17 p.m.
Created at: April 9, 2026, 10:08 p.m.