Triple
T445938
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pantheon Books |
E7019
|
entity |
| Predicate | parentOrganization |
P254
|
FINISHED |
| Object |
Knopf Doubleday Publishing Group
Knopf Doubleday Publishing Group is a major American publishing conglomerate within Penguin Random House, known for its prestigious literary imprints and bestselling fiction and nonfiction titles.
|
E4567
|
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: Knopf Doubleday Publishing Group | Statement: [Pantheon Books, parentOrganization, Knopf Doubleday Publishing Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Knopf Doubleday Publishing Group Context triple: [Pantheon Books, parentOrganization, Knopf Doubleday Publishing Group]
-
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.
Doubleday
Doubleday is a major American publishing company known for releasing a wide range of influential fiction and nonfiction books.
-
C.
Random House
Random House is a major American book publishing company known for releasing a wide range of influential fiction and nonfiction titles.
-
D.
Henry Holt and Company
Henry Holt and Company is a long-established American publishing house known for its wide range of literary, nonfiction, and academic titles.
-
E.
Alfred A. Knopf
Alfred A. Knopf is a prestigious American publishing house known for its high-quality literary 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: Knopf Doubleday Publishing Group Triple: [Pantheon Books, parentOrganization, Knopf Doubleday Publishing Group]
Generated description
Knopf Doubleday Publishing Group is a major American publishing conglomerate within Penguin Random House, known for its prestigious literary imprints and bestselling fiction and nonfiction titles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Knopf Doubleday Publishing Group Target entity description: Knopf Doubleday Publishing Group is a major American publishing conglomerate within Penguin Random House, known for its prestigious literary imprints and bestselling fiction and nonfiction titles.
-
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.
Doubleday
Doubleday is a major American publishing company known for releasing a wide range of influential fiction and nonfiction books.
-
C.
Random House
Random House is a major American book publishing company known for releasing a wide range of influential fiction and nonfiction titles.
-
D.
Henry Holt and Company
Henry Holt and Company is a long-established American publishing house known for its wide range of literary, nonfiction, and academic titles.
-
E.
Alfred A. Knopf
chosen
Alfred A. Knopf is a prestigious American publishing house known for its high-quality literary 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_69a2e7e4676c81909ea0dbdecac0687c |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ef479ec08190a659eead6eb0d4d0 |
completed | Feb. 28, 2026, 1:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a442a6abac81909f23975fabd7e90a |
completed | March 1, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_69a4466c89508190bec28097c3fe510f |
completed | March 1, 2026, 2 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a446e661d481909ebd78a14fc973d2 |
completed | March 1, 2026, 2:02 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.