Triple
T3432951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ramin Ganeshram |
E72381
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
FutureChefs
FutureChefs is a cookbook by Ramin Ganeshram that highlights young, aspiring cooks and their innovative recipes.
|
E357333
|
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: FutureChefs | Statement: [Ramin Ganeshram, notableWork, FutureChefs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FutureChefs Context triple: [Ramin Ganeshram, notableWork, FutureChefs]
-
A.
Home Chef
Home Chef is a meal kit and prepared meals company offering convenient, ready-to-cook and heat-and-eat food solutions for home consumers.
-
B.
Iron Chef America
Iron Chef America is a competitive cooking television series in which top chefs face off in timed culinary battles judged on creativity, taste, and presentation.
-
C.
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.
-
D.
The Chef
The Chef is the stage name of Raekwon, a prominent American rapper and member of the Wu-Tang Clan known for his vivid, street-oriented storytelling.
-
E.
Top Chef
Top Chef is a long-running American reality competition television series in which professional chefs compete in culinary challenges judged by a panel of food and hospitality experts.
- 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: FutureChefs Triple: [Ramin Ganeshram, notableWork, FutureChefs]
Generated description
FutureChefs is a cookbook by Ramin Ganeshram that highlights young, aspiring cooks and their innovative recipes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FutureChefs Target entity description: FutureChefs is a cookbook by Ramin Ganeshram that highlights young, aspiring cooks and their innovative recipes.
-
A.
Home Chef
Home Chef is a meal kit and prepared meals company offering convenient, ready-to-cook and heat-and-eat food solutions for home consumers.
-
B.
Iron Chef America
Iron Chef America is a competitive cooking television series in which top chefs face off in timed culinary battles judged on creativity, taste, and presentation.
-
C.
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.
-
D.
The Chef
The Chef is the stage name of Raekwon, a prominent American rapper and member of the Wu-Tang Clan known for his vivid, street-oriented storytelling.
-
E.
Top Chef
Top Chef is a long-running American reality competition television series in which professional chefs compete in culinary challenges judged by a panel of food and hospitality experts.
- 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_69ad85ae14308190bcbc25cfa0246c0b |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9c077d48190bee40795cab3e422 |
completed | March 8, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3547d3f4c8190bc6811398bd8f080 |
completed | March 13, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b3566a6f3c8190a717deb08209c880 |
completed | March 13, 2026, 12:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b356f8f7648190b10e62990634af79 |
completed | March 13, 2026, 12:14 a.m. |
Created at: March 8, 2026, 3:15 p.m.