Triple
T375198
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan Books |
E8357
|
entity |
| Predicate | parentCompany |
P254
|
FINISHED |
| Object |
Macmillan Publishers
Macmillan Publishers is a major global publishing company known for its wide range of academic, educational, and trade books and imprints.
|
E48100
|
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: Macmillan Publishers | Statement: [Metropolitan Books, parentCompany, Macmillan Publishers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macmillan Publishers Context triple: [Metropolitan Books, parentCompany, Macmillan Publishers]
-
A.
Penguin Random House
Penguin Random House is a major global trade book publisher known for its extensive catalog of fiction and nonfiction titles across numerous imprints.
-
B.
Random House
Random House is a major American book publishing company known for releasing a wide range of influential fiction and nonfiction titles.
-
C.
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.
-
D.
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.
-
E.
Simon & Schuster
Simon & Schuster is a major American publishing company known for producing a wide range of bestselling fiction and nonfiction books.
- 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: Macmillan Publishers Triple: [Metropolitan Books, parentCompany, Macmillan Publishers]
Generated description
Macmillan Publishers is a major global publishing company known for its wide range of academic, educational, and trade books and imprints.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Macmillan Publishers Target entity description: Macmillan Publishers is a major global publishing company known for its wide range of academic, educational, and trade books and imprints.
-
A.
Penguin Random House
Penguin Random House is a major global trade book publisher known for its extensive catalog of fiction and nonfiction titles across numerous imprints.
-
B.
Random House
Random House is a major American book publishing company known for releasing a wide range of influential fiction and nonfiction titles.
-
C.
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.
-
D.
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.
-
E.
Simon & Schuster
Simon & Schuster is a major American publishing company known for producing a wide range of bestselling fiction and nonfiction books.
- 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_69a2e7f2ec648190b42bc7db424f8109 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec1585648190943f1c698e9b2d81 |
completed | Feb. 28, 2026, 1:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3fafca1dc8190ba8f1cdec0ba337d |
completed | March 1, 2026, 8:38 a.m. |
| NEDg | Description generation | batch_69a3fb9968ec819088e3832b1902349e |
completed | March 1, 2026, 8:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3fbba4e0c8190858aeab66332490d |
completed | March 1, 2026, 8:41 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.