Triple
T14411345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FutureChefs |
E357333
|
entity |
| Predicate | hasAuthorBackground |
P938
|
FINISHED |
| Object | Ramin Ganeshram is a cookbook author |
E72381
|
NE FINISHED |
How this triple was built (2 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: Ramin Ganeshram is a cookbook author | Statement: [FutureChefs, hasAuthorBackground, Ramin Ganeshram is a cookbook author]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ramin Ganeshram is a cookbook author Context triple: [FutureChefs, hasAuthorBackground, Ramin Ganeshram is a cookbook author]
-
A.
Ramin Ganeshram
chosen
Ramin Ganeshram is an American journalist, food writer, and author known for her work on culinary history and cultural heritage.
-
B.
Yotam Ottolenghi
Yotam Ottolenghi is an Israeli-British chef, restaurateur, and food writer renowned for his vibrant, vegetable-forward Middle Eastern and Mediterranean cuisine and bestselling cookbooks.
-
C.
Irma Rombauer
Irma Rombauer was an American cookbook author best known for writing the influential and enduring classic "The Joy of Cooking."
-
D.
Ina Garten
Ina Garten is an American cookbook author and television host best known for her approachable, elegant home cooking showcased on the Food Network.
-
E.
Chef Julian Slowik
Chef Julian Slowik is the obsessive, tyrannical head chef and central figure of the 2022 dark comedy horror film "The Menu," known for orchestrating an elaborate and sinister dining experience.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d82793421c8190861eb0e673b085de |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de90c9b3448190aec1608836a5e913 |
completed | April 14, 2026, 7:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd55269d8c81909592277741a93db6 |
completed | May 8, 2026, 3:14 a.m. |
Created at: April 10, 2026, 1:17 a.m.