Triple
T106912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tonight (Best You Ever Had) |
E2158
|
entity |
| Predicate | featuredArtist |
P997
|
FINISHED |
| Object |
Ludacris
Ludacris is an American rapper, actor, and entrepreneur known for his witty Southern hip hop style and roles in the Fast & Furious film franchise.
|
E21124
|
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: Ludacris | Statement: [Tonight (Best You Ever Had), featuredArtist, Ludacris]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludacris Context triple: [Tonight (Best You Ever Had), featuredArtist, Ludacris]
-
A.
Snoop Dogg
Snoop Dogg is an American rapper, songwriter, and media personality known for his laid-back flow, West Coast G-funk sound, and decades-long influence on hip-hop culture.
-
B.
Kid Rock
Kid Rock is an American musician known for blending rock, hip hop, and country influences in his music and for his outspoken, often controversial public persona.
-
C.
P. Diddy
P. Diddy, also known as Sean "Diddy" Combs, is an American rapper, producer, and entrepreneur who rose to prominence in the 1990s as a key figure in hip-hop and the founder of Bad Boy Records.
-
D.
Nelly
Nelly is an American rapper, singer, and songwriter known for early-2000s hits like "Hot in Herre" and "Dilemma."
-
E.
The Notorious B.I.G.
The Notorious B.I.G. was a highly influential American rapper whose storytelling, flow, and albums like "Ready to Die" helped define 1990s East Coast hip-hop.
- 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: Ludacris Triple: [Tonight (Best You Ever Had), featuredArtist, Ludacris]
Generated description
Ludacris is an American rapper, actor, and entrepreneur known for his witty Southern hip hop style and roles in the Fast & Furious film franchise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ludacris Target entity description: Ludacris is an American rapper, actor, and entrepreneur known for his witty Southern hip hop style and roles in the Fast & Furious film franchise.
-
A.
Snoop Dogg
Snoop Dogg is an American rapper, songwriter, and media personality known for his laid-back flow, West Coast G-funk sound, and decades-long influence on hip-hop culture.
-
B.
Kid Rock
Kid Rock is an American musician known for blending rock, hip hop, and country influences in his music and for his outspoken, often controversial public persona.
-
C.
P. Diddy
P. Diddy, also known as Sean "Diddy" Combs, is an American rapper, producer, and entrepreneur who rose to prominence in the 1990s as a key figure in hip-hop and the founder of Bad Boy Records.
-
D.
Nelly
Nelly is an American rapper, singer, and songwriter known for early-2000s hits like "Hot in Herre" and "Dilemma."
-
E.
The Notorious B.I.G.
The Notorious B.I.G. was a highly influential American rapper whose storytelling, flow, and albums like "Ready to Die" helped define 1990s East Coast hip-hop.
- 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_69a24e0a5b7c81908d52da08c60dabc4 |
completed | Feb. 28, 2026, 2:08 a.m. |
| NER | Named-entity recognition | batch_69a25b7e2c188190b1dd8aafd4507a99 |
completed | Feb. 28, 2026, 3:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2e3bbb3508190870d3291a836923e |
completed | Feb. 28, 2026, 12:46 p.m. |
| NEDg | Description generation | batch_69a2e41986ec819089095e6843907cd4 |
completed | Feb. 28, 2026, 12:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2e4c29a208190afb2247950c86c59 |
completed | Feb. 28, 2026, 12:51 p.m. |
Created at: Feb. 28, 2026, 2:12 a.m.