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.