Triple
T1302442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perseus Books Group |
E27796
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Publishers Group West
Publishers Group West is a major U.S. book distributor known for representing independent publishers and providing sales, marketing, and distribution services to the book trade.
|
E27796
|
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: Publishers Group West | Statement: [Perseus Books Group, hasDivision, Publishers Group West]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Publishers Group West Context triple: [Perseus Books Group, hasDivision, Publishers Group West]
-
A.
Time Warner Book Group
Time Warner Book Group was a major American publishing company encompassing various imprints and book lines formerly owned by media conglomerate Time Warner.
-
B.
Macmillan Publishers
Macmillan Publishers is a major global publishing company known for its wide range of academic, educational, and trade books and imprints.
-
C.
Scholastic Corporation
Scholastic Corporation is a major American publishing and media company best known for producing and distributing children's books and educational materials, including the U.S. editions of the Harry Potter series.
-
D.
Perseus Books Group
Perseus Books Group is an American publishing company known for its diverse portfolio of imprints and distribution services for independent publishers.
-
E.
Hachette Book Group
Hachette Book Group is a major U.S. trade publishing company and division of the French media conglomerate Hachette Livre, known for publishing a wide range of bestselling fiction and nonfiction 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: Publishers Group West Triple: [Perseus Books Group, hasDivision, Publishers Group West]
Generated description
Publishers Group West is a major U.S. book distributor known for representing independent publishers and providing sales, marketing, and distribution services to the book trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Publishers Group West Target entity description: Publishers Group West is a major U.S. book distributor known for representing independent publishers and providing sales, marketing, and distribution services to the book trade.
-
A.
Time Warner Book Group
Time Warner Book Group was a major American publishing company encompassing various imprints and book lines formerly owned by media conglomerate Time Warner.
-
B.
Macmillan Publishers
Macmillan Publishers is a major global publishing company known for its wide range of academic, educational, and trade books and imprints.
-
C.
Scholastic Corporation
Scholastic Corporation is a major American publishing and media company best known for producing and distributing children's books and educational materials, including the U.S. editions of the Harry Potter series.
-
D.
Perseus Books Group
chosen
Perseus Books Group is an American publishing company known for its diverse portfolio of imprints and distribution services for independent publishers.
-
E.
Hachette Book Group
Hachette Book Group is a major U.S. trade publishing company and division of the French media conglomerate Hachette Livre, known for publishing a wide range of bestselling fiction and nonfiction titles.
- F. None of above.
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_69a496d6682881909ba658f1c1e0e2b0 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c115ba64819081c55fa6807e19ef |
completed | March 1, 2026, 10:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acb3046a888190956f6bedb6ec589f |
completed | March 7, 2026, 11:21 p.m. |
| NEDg | Description generation | batch_69acb370c7cc81908a78bb5438416db6 |
completed | March 7, 2026, 11:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acb409b4d0819081266cf3e6c09164 |
completed | March 7, 2026, 11:26 p.m. |
Created at: March 1, 2026, 7:51 p.m.