Triple
T979015
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludacris |
E21124
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Red Light District
The Red Light District is a 2004 studio album by American rapper Ludacris known for its energetic Southern hip hop sound and commercially successful singles.
|
E116411
|
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: The Red Light District | Statement: [Ludacris, notableWork, The Red Light District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Red Light District Context triple: [Ludacris, notableWork, The Red Light District]
-
A.
Red Light District
The Red Light District is Amsterdam’s famous historic neighborhood known for its legalized sex work, distinctive red-lit windows, and vibrant nightlife that attracts tourists from around the world.
-
B.
De Wallen
De Wallen is Amsterdam’s most famous red-light district, known for its historic canals, legalized prostitution, and vibrant nightlife.
-
C.
Dutch Quarter
The Dutch Quarter is a historic district in Potsdam, Germany, known for its distinctive 18th-century red-brick Dutch-style houses and charming streets.
-
D.
Reeperbahn entertainment district
The Reeperbahn entertainment district is Hamburg’s famous nightlife hub, renowned for its bars, clubs, theaters, and red-light venues in the St. Pauli quarter.
-
E.
Binnenstad
Binnenstad is the historic city center of Utrecht in the Netherlands, known for its medieval architecture, canals, and cultural landmarks.
- 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: The Red Light District Triple: [Ludacris, notableWork, The Red Light District]
Generated description
The Red Light District is a 2004 studio album by American rapper Ludacris known for its energetic Southern hip hop sound and commercially successful singles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Red Light District Target entity description: The Red Light District is a 2004 studio album by American rapper Ludacris known for its energetic Southern hip hop sound and commercially successful singles.
-
A.
Red Light District
The Red Light District is Amsterdam’s famous historic neighborhood known for its legalized sex work, distinctive red-lit windows, and vibrant nightlife that attracts tourists from around the world.
-
B.
De Wallen
De Wallen is Amsterdam’s most famous red-light district, known for its historic canals, legalized prostitution, and vibrant nightlife.
-
C.
Dutch Quarter
The Dutch Quarter is a historic district in Potsdam, Germany, known for its distinctive 18th-century red-brick Dutch-style houses and charming streets.
-
D.
Reeperbahn entertainment district
The Reeperbahn entertainment district is Hamburg’s famous nightlife hub, renowned for its bars, clubs, theaters, and red-light venues in the St. Pauli quarter.
-
E.
Binnenstad
Binnenstad is the historic city center of Utrecht in the Netherlands, known for its medieval architecture, canals, and cultural landmarks.
- 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_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.