Triple
T1699604
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penguin Random House |
E36737
|
entity |
| Predicate | hasImprint |
P2763
|
FINISHED |
| Object |
Berkley Books
Berkley Books is a major American trade book publisher known for its wide range of commercial fiction and non-fiction titles, including romance, mystery, science fiction, and popular nonfiction.
|
E190644
|
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: Berkley Books | Statement: [Penguin Random House, hasImprint, Berkley Books]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkley Books Context triple: [Penguin Random House, hasImprint, Berkley Books]
-
A.
Perseus Books Group
Perseus Books Group is an American publishing company known for its diverse portfolio of imprints and distribution services for independent publishers.
-
B.
Little, Brown and Company
Little, Brown and Company is a long-established American publishing house known for releasing influential works of fiction and nonfiction by prominent authors.
-
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.
Mariner Books
Mariner Books is a publishing imprint known for producing a wide range of literary fiction, nonfiction, and classic reprints.
-
E.
Westview Press
Westview Press is an academic publishing imprint known for producing scholarly and educational books, particularly in the social sciences and humanities.
- 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: Berkley Books Triple: [Penguin Random House, hasImprint, Berkley Books]
Generated description
Berkley Books is a major American trade book publisher known for its wide range of commercial fiction and non-fiction titles, including romance, mystery, science fiction, and popular nonfiction.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkley Books Target entity description: Berkley Books is a major American trade book publisher known for its wide range of commercial fiction and non-fiction titles, including romance, mystery, science fiction, and popular nonfiction.
-
A.
Perseus Books Group
Perseus Books Group is an American publishing company known for its diverse portfolio of imprints and distribution services for independent publishers.
-
B.
Little, Brown and Company
Little, Brown and Company is a long-established American publishing house known for releasing influential works of fiction and nonfiction by prominent authors.
-
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.
Mariner Books
Mariner Books is a publishing imprint known for producing a wide range of literary fiction, nonfiction, and classic reprints.
-
E.
Westview Press
Westview Press is an academic publishing imprint known for producing scholarly and educational books, particularly in the social sciences and humanities.
- 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_69a886163dec8190859c514232a37a05 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa62d3c57c81908887844e885062e3 |
completed | March 6, 2026, 5:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad799d59a48190b1efb101c2a67e4f |
completed | March 8, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69ad7a12d1048190ade4e1a84638215e |
completed | March 8, 2026, 1:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad7a8fe4d88190beb1e6b8cd778501 |
completed | March 8, 2026, 1:33 p.m. |
Created at: March 4, 2026, 7:30 p.m.