Triple
T13057066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hard II Love |
E327605
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Cook Classics
Cook Classics is a music producer known for his work in hip-hop and R&B, collaborating with various artists across the contemporary urban music scene.
|
E1019005
|
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: Cook Classics | Statement: [Hard II Love, producer, Cook Classics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cook Classics Context triple: [Hard II Love, producer, Cook Classics]
-
A.
The Cookbook
The Cookbook is the 2005 studio album by American rapper and producer Missy Elliott, showcasing her innovative blend of hip hop, R&B, and experimental production.
-
B.
Mastering the Art of French Cooking
Mastering the Art of French Cooking is a landmark cookbook that introduced classic French cuisine and techniques to American home cooks in an accessible, detailed way.
-
C.
Practical Cooking and Serving
Practical Cooking and Serving is a late-19th-century cookbook by Janet McKenzie Hill that helped popularize modern American home economics and practical household cookery.
-
D.
The Kitchen (cookbook)
The Kitchen is a cookbook by actress Laura Prepon that features her recipes and approach to healthy, home-style cooking.
-
E.
Home Cookin'
Home Cookin' is a 1959 soul-jazz album by organist Jimmy Smith, celebrated for its blues-infused grooves and classic Hammond B-3 sound.
- 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: Cook Classics Triple: [Hard II Love, producer, Cook Classics]
Generated description
Cook Classics is a music producer known for his work in hip-hop and R&B, collaborating with various artists across the contemporary urban music scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cook Classics Target entity description: Cook Classics is a music producer known for his work in hip-hop and R&B, collaborating with various artists across the contemporary urban music scene.
-
A.
The Cookbook
The Cookbook is the 2005 studio album by American rapper and producer Missy Elliott, showcasing her innovative blend of hip hop, R&B, and experimental production.
-
B.
Mastering the Art of French Cooking
Mastering the Art of French Cooking is a landmark cookbook that introduced classic French cuisine and techniques to American home cooks in an accessible, detailed way.
-
C.
Practical Cooking and Serving
Practical Cooking and Serving is a late-19th-century cookbook by Janet McKenzie Hill that helped popularize modern American home economics and practical household cookery.
-
D.
The Kitchen (cookbook)
The Kitchen is a cookbook by actress Laura Prepon that features her recipes and approach to healthy, home-style cooking.
-
E.
Home Cookin'
Home Cookin' is a 1959 soul-jazz album by organist Jimmy Smith, celebrated for its blues-infused grooves and classic Hammond B-3 sound.
- 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_69d8076e64308190904fb5c93517c901 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980bd305c8190bcf191b2d35ec8de |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbdead348190aa7aaa29c371d72a |
completed | May 3, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69f6d039254881909927b58225f194de |
completed | May 3, 2026, 4:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6d0d218d4819080273a151a0890d3 |
completed | May 3, 2026, 4:36 a.m. |
Created at: April 9, 2026, 8:58 p.m.