Triple
T1308080
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hachette Book Group |
E27925
|
entity |
| Predicate | subsidiary |
P258
|
FINISHED |
| Object |
Workman Publishing
Workman Publishing is an American independent book publisher known for its innovative nonfiction titles, calendars, and gift books, now operating as part of Hachette Book Group.
|
E149369
|
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: Workman Publishing | Statement: [Hachette Book Group, subsidiary, Workman Publishing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Workman Publishing Context triple: [Hachette Book Group, subsidiary, Workman Publishing]
-
A.
W. W. Norton & Company
W. W. Norton & Company is an American independent publishing house known for its influential nonfiction, literary works, and widely used academic texts.
-
B.
Grove Press
Grove Press is an influential American publishing house known for championing avant-garde, politically radical, and previously censored literature.
-
C.
Boni & Liveright
Boni & Liveright was an influential early 20th-century American publishing house known for championing modernist and avant-garde literature.
-
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.
Grand Central Publishing
Grand Central Publishing is a major American book publisher and imprint of Hachette Book Group known for publishing a wide range of commercial 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: Workman Publishing Triple: [Hachette Book Group, subsidiary, Workman Publishing]
Generated description
Workman Publishing is an American independent book publisher known for its innovative nonfiction titles, calendars, and gift books, now operating as part of Hachette Book Group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Workman Publishing Target entity description: Workman Publishing is an American independent book publisher known for its innovative nonfiction titles, calendars, and gift books, now operating as part of Hachette Book Group.
-
A.
W. W. Norton & Company
W. W. Norton & Company is an American independent publishing house known for its influential nonfiction, literary works, and widely used academic texts.
-
B.
Grove Press
Grove Press is an influential American publishing house known for championing avant-garde, politically radical, and previously censored literature.
-
C.
Boni & Liveright
Boni & Liveright was an influential early 20th-century American publishing house known for championing modernist and avant-garde literature.
-
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.
Grand Central Publishing
Grand Central Publishing is a major American book publisher and imprint of Hachette Book Group known for publishing a wide range of commercial fiction and nonfiction 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_69a496d7d83481908f83085854e51328 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c13806b48190a0db33f8e5d53734 |
completed | March 1, 2026, 10:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acb308fdcc8190b33da42f16cd65dd |
completed | March 7, 2026, 11:21 p.m. |
| NEDg | Description generation | batch_69acb3a1978c819081cdc85f8fe10dd3 |
completed | March 7, 2026, 11:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acb4132dbc8190b3e6c4880c33b7f2 |
completed | March 7, 2026, 11:26 p.m. |
Created at: March 1, 2026, 7:51 p.m.