Triple
T17050960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Beard’s American Cookery |
E413691
|
entity |
| Predicate | libraryOfCongressClassification |
P2379
|
FINISHED |
| Object |
TX715 (American cooking)
TX715 (American cooking) is a Library of Congress classification number that designates works focused on American cooking and cookery.
|
E1248455
|
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: TX715 (American cooking) | Statement: [James Beard’s American Cookery, libraryOfCongressClassification, TX715 (American cooking)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TX715 (American cooking) Context triple: [James Beard’s American Cookery, libraryOfCongressClassification, TX715 (American cooking)]
-
A.
Frying Pan
Frying Pan is a rural locality within the Snowy Monaro region of New South Wales, Australia.
-
B.
Griller
Griller is an EP by the punk rock band The Frustrators, known for its energetic, humorous take on pop-punk.
-
C.
George Foreman Grill
The George Foreman Grill is a popular electric countertop grill known for its slanted design that drains fat from food while cooking, marketed as a healthier and convenient home-cooking appliance.
-
D.
Roastmaster
Roastmaster is the nickname of comedian Jeffrey Ross, renowned for his sharp, insult-based comedy and frequent appearances at celebrity roasts.
-
E.
Tost
Tost is a town in present-day Toszek, Poland, historically part of Upper Silesia.
- 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: TX715 (American cooking) Triple: [James Beard’s American Cookery, libraryOfCongressClassification, TX715 (American cooking)]
Generated description
TX715 (American cooking) is a Library of Congress classification number that designates works focused on American cooking and cookery.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TX715 (American cooking) Target entity description: TX715 (American cooking) is a Library of Congress classification number that designates works focused on American cooking and cookery.
-
A.
Frying Pan
Frying Pan is a rural locality within the Snowy Monaro region of New South Wales, Australia.
-
B.
Griller
Griller is an EP by the punk rock band The Frustrators, known for its energetic, humorous take on pop-punk.
-
C.
George Foreman Grill
The George Foreman Grill is a popular electric countertop grill known for its slanted design that drains fat from food while cooking, marketed as a healthier and convenient home-cooking appliance.
-
D.
Roastmaster
Roastmaster is the nickname of comedian Jeffrey Ross, renowned for his sharp, insult-based comedy and frequent appearances at celebrity roasts.
-
E.
Tost
Tost is a town in present-day Toszek, Poland, historically part of Upper Silesia.
- 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_69d886cde3d481908d4d01ba88ba7eb7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3daa26e84819098b41ae15618e813 |
completed | April 18, 2026, 7:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012341b8e88190a2bee865be5ca1c1 |
completed | May 11, 2026, 12:30 a.m. |
| NEDg | Description generation | batch_6a012585a1548190a112f55e2d84ccac |
completed | May 11, 2026, 12:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0126536c348190b9b2eadb4969f8c2 |
completed | May 11, 2026, 12:44 a.m. |
Created at: April 10, 2026, 5:34 a.m.