Triple
T8125044
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Pepper Thai Cookbook |
E189704
|
entity |
| Predicate | imprintOfPublisher |
P2763
|
FINISHED |
| Object |
Clarkson Potter Publishers
Clarkson Potter Publishers is a lifestyle-focused imprint of Penguin Random House known for its high-quality cookbooks, design, and entertaining titles.
|
E713732
|
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: Clarkson Potter Publishers | Statement: [The Pepper Thai Cookbook, imprintOfPublisher, Clarkson Potter Publishers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clarkson Potter Publishers Context triple: [The Pepper Thai Cookbook, imprintOfPublisher, Clarkson Potter Publishers]
-
A.
Avalon Publishing Group
Avalon Publishing Group was an American independent book publisher known for its diverse imprints and catalog of fiction and nonfiction titles before being acquired by Perseus Books Group.
-
B.
Priboi Publishers
Priboi Publishers was a Soviet-era publishing house known for issuing political and ideological works, including key texts by Vladimir Lenin.
-
C.
Scribe Publications
Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
-
D.
G. P. Putnam’s Sons
G. P. Putnam’s Sons is a long-established American publishing house known for producing a wide range of fiction and nonfiction titles.
-
E.
Transworld Publishers
Transworld Publishers is a major British publishing company best known for releasing Terry Pratchett’s Discworld novels and other popular fiction and non-fiction titles.
- 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: Clarkson Potter Publishers Triple: [The Pepper Thai Cookbook, imprintOfPublisher, Clarkson Potter Publishers]
Generated description
Clarkson Potter Publishers is a lifestyle-focused imprint of Penguin Random House known for its high-quality cookbooks, design, and entertaining titles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clarkson Potter Publishers Target entity description: Clarkson Potter Publishers is a lifestyle-focused imprint of Penguin Random House known for its high-quality cookbooks, design, and entertaining titles.
-
A.
Avalon Publishing Group
Avalon Publishing Group was an American independent book publisher known for its diverse imprints and catalog of fiction and nonfiction titles before being acquired by Perseus Books Group.
-
B.
Priboi Publishers
Priboi Publishers was a Soviet-era publishing house known for issuing political and ideological works, including key texts by Vladimir Lenin.
-
C.
Scribe Publications
Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
-
D.
G. P. Putnam’s Sons
G. P. Putnam’s Sons is a long-established American publishing house known for producing a wide range of fiction and nonfiction titles.
-
E.
Transworld Publishers
Transworld Publishers is a major British publishing company best known for releasing Terry Pratchett’s Discworld novels and other popular fiction and non-fiction titles.
- 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_69ca82bb74848190afb1f18640632c10 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb438d3f408190a0367daf0fbca9d2 |
completed | March 31, 2026, 3:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc9462e0e88190b34333144e0f741c |
completed | April 1, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69cc9605b8248190a621ea934c58913d |
completed | April 1, 2026, 3:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc96fa03d881909a1eeed6af9a3149 |
completed | April 1, 2026, 3:54 a.m. |
Created at: March 30, 2026, 5:34 p.m.