Triple
T979047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludacris |
E21124
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Chingy
Chingy is an American rapper and actor best known for his early-2000s hit singles like "Right Thurr" and his association with the Disturbing tha Peace label.
|
E117212
|
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: Chingy | Statement: [Ludacris, associatedWith, Chingy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chingy Context triple: [Ludacris, associatedWith, Chingy]
-
A.
Namba Hips
Namba Hips is a distinctive commercial and entertainment complex in Osaka’s Namba district, known for its striking curved façade and shopping, dining, and leisure facilities.
-
B.
Funk This
Funk This is a Grammy-winning studio album by American R&B and funk singer Chaka Khan, known for its blend of classic soul, funk, and contemporary production.
-
C.
Achin’ to Be
"Achin’ to Be" is a punk rock song by the American band Pinhead Gunpowder, known for its melodic hooks and association with Green Day’s Billie Joe Armstrong.
-
D.
White Chicks
White Chicks is a 2004 American comedy film in which two Black FBI agents go undercover as white socialite sisters, known for its over-the-top humor and cultural impact.
-
E.
Cuff It
"Cuff It" is a disco- and funk-inspired R&B song by Beyoncé from her 2022 album "Renaissance," celebrated for its upbeat groove and feel-good party vibe.
- 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: Chingy Triple: [Ludacris, associatedWith, Chingy]
Generated description
Chingy is an American rapper and actor best known for his early-2000s hit singles like "Right Thurr" and his association with the Disturbing tha Peace label.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chingy Target entity description: Chingy is an American rapper and actor best known for his early-2000s hit singles like "Right Thurr" and his association with the Disturbing tha Peace label.
-
A.
Namba Hips
Namba Hips is a distinctive commercial and entertainment complex in Osaka’s Namba district, known for its striking curved façade and shopping, dining, and leisure facilities.
-
B.
Funk This
Funk This is a Grammy-winning studio album by American R&B and funk singer Chaka Khan, known for its blend of classic soul, funk, and contemporary production.
-
C.
Achin’ to Be
"Achin’ to Be" is a punk rock song by the American band Pinhead Gunpowder, known for its melodic hooks and association with Green Day’s Billie Joe Armstrong.
-
D.
White Chicks
White Chicks is a 2004 American comedy film in which two Black FBI agents go undercover as white socialite sisters, known for its over-the-top humor and cultural impact.
-
E.
Cuff It
"Cuff It" is a disco- and funk-inspired R&B song by Beyoncé from her 2022 album "Renaissance," celebrated for its upbeat groove and feel-good party vibe.
- 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_69ac258909a88190b597a72cd6c0fa87 |
completed | March 7, 2026, 1:18 p.m. |
| NEDg | Description generation | batch_69ac2674f5b88190bb3416a249a63982 |
completed | March 7, 2026, 1:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac2704de788190857a3104180ccd21 |
completed | March 7, 2026, 1:24 p.m. |
Created at: March 1, 2026, 7:40 p.m.