Triple
T979000
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludacris |
E21124
|
entity |
| Predicate | genre |
P14
|
FINISHED |
| Object |
Dirty South
Dirty South is a subgenre of hip hop that emerged from the Southern United States, characterized by heavy bass, regional slang, and themes reflecting Southern urban life.
|
E93834
|
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: Dirty South | Statement: [Ludacris, genre, Dirty South]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dirty South Context triple: [Ludacris, genre, Dirty South]
-
A.
Nellyville
Nellyville is the multi-platinum 2002 hip-hop album by rapper Nelly, featuring major hits like "Hot in Herre" and "Dilemma."
-
B.
Stumptown
Stumptown is a historic nickname for Portland, Oregon, referencing the city’s rapid 19th-century growth that left tree stumps scattered throughout the area.
-
C.
Detroit Three
The Detroit Three are the three major American automobile manufacturers—General Motors, Ford, and Stellantis North America (formerly Chrysler)—historically centered in the Detroit, Michigan area.
-
D.
Deep South
The Deep South is a cultural and geographic subregion of the southeastern United States known for its distinct history, traditions, and social and political identity, often associated with states like Georgia, Alabama, Mississippi, Louisiana, South Carolina, and parts of neighboring areas.
-
E.
Def Jam South
Def Jam South was a regional division of Def Jam Recordings focused on promoting and developing Southern hip hop artists in the United States.
- 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: Dirty South Triple: [Ludacris, genre, Dirty South]
Generated description
Dirty South is a subgenre of hip hop that emerged from the Southern United States, characterized by heavy bass, regional slang, and themes reflecting Southern urban life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dirty South Target entity description: Dirty South is a subgenre of hip hop that emerged from the Southern United States, characterized by heavy bass, regional slang, and themes reflecting Southern urban life.
-
A.
Nellyville
Nellyville is the multi-platinum 2002 hip-hop album by rapper Nelly, featuring major hits like "Hot in Herre" and "Dilemma."
-
B.
Stumptown
Stumptown is a historic nickname for Portland, Oregon, referencing the city’s rapid 19th-century growth that left tree stumps scattered throughout the area.
-
C.
Detroit Three
The Detroit Three are the three major American automobile manufacturers—General Motors, Ford, and Stellantis North America (formerly Chrysler)—historically centered in the Detroit, Michigan area.
-
D.
Deep South
The Deep South is a cultural and geographic subregion of the southeastern United States known for its distinct history, traditions, and social and political identity, often associated with states like Georgia, Alabama, Mississippi, Louisiana, South Carolina, and parts of neighboring areas.
-
E.
Def Jam South
chosen
Def Jam South was a regional division of Def Jam Recordings focused on promoting and developing Southern hip hop artists in the United States.
- 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_69a493c2b62c8190b616351789ec47f8 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b479e8f081908183448c36244e1f |
completed | March 1, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac1cde59ac8190a04e3412805bc130 |
completed | March 7, 2026, 12:41 p.m. |
| NEDg | Description generation | batch_69ac1d3b36c08190852dc68a1dc282f2 |
completed | March 7, 2026, 12:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac1ded444c81909a7b9f9e3869bd38 |
completed | March 7, 2026, 12:45 p.m. |
Created at: March 1, 2026, 7:40 p.m.