Triple
T23155511
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brian Marick |
E578424
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Pragmatic Bookshelf (as an author)
Pragmatic Bookshelf is a publishing imprint known for its practical, developer-focused books on software development, programming, and agile practices.
|
E1574293
|
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: Pragmatic Bookshelf (as an author) | Statement: [Brian Marick, associatedWith, Pragmatic Bookshelf (as an author)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pragmatic Bookshelf (as an author) Context triple: [Brian Marick, associatedWith, Pragmatic Bookshelf (as an author)]
-
A.
Pinnacle Books
Pinnacle Books was an American paperback publisher known for releasing genre fiction, including science fiction titles such as issues or collections associated with Galaxy Science Fiction.
-
B.
Paradigm Publishers
Paradigm Publishers was an independent academic and scholarly publishing house known for works in the social sciences, humanities, and critical studies.
-
C.
Motivate Publishing
Motivate Publishing is a Dubai-based publishing house known for producing books and magazines focused on the Middle East, including works by regional leaders and thinkers.
-
D.
Nine Publishing
Nine Publishing is an Australian media company that operates newspapers, digital news platforms, and other publishing assets under the broader Nine Entertainment Co. media group.
-
E.
Priboi Publishers
Priboi Publishers was a Soviet-era publishing house known for issuing political and ideological works, including key texts by Vladimir Lenin.
- 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: Pragmatic Bookshelf (as an author) Triple: [Brian Marick, associatedWith, Pragmatic Bookshelf (as an author)]
Generated description
Pragmatic Bookshelf is a publishing imprint known for its practical, developer-focused books on software development, programming, and agile practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pragmatic Bookshelf (as an author) Target entity description: Pragmatic Bookshelf is a publishing imprint known for its practical, developer-focused books on software development, programming, and agile practices.
-
A.
Pinnacle Books
Pinnacle Books was an American paperback publisher known for releasing genre fiction, including science fiction titles such as issues or collections associated with Galaxy Science Fiction.
-
B.
Paradigm Publishers
Paradigm Publishers was an independent academic and scholarly publishing house known for works in the social sciences, humanities, and critical studies.
-
C.
Motivate Publishing
Motivate Publishing is a Dubai-based publishing house known for producing books and magazines focused on the Middle East, including works by regional leaders and thinkers.
-
D.
Nine Publishing
Nine Publishing is an Australian media company that operates newspapers, digital news platforms, and other publishing assets under the broader Nine Entertainment Co. media group.
-
E.
Priboi Publishers
Priboi Publishers was a Soviet-era publishing house known for issuing political and ideological works, including key texts by Vladimir Lenin.
- 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_69e245fb8de081908f0eba7b5fd75bc4 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18efca1f081908ff1c34ba25f40c3 |
completed | April 29, 2026, 4:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c309c3da48190b07c64b10fda58ff |
completed | May 19, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_6a0c31dd458c8190b8e98870dd5e19c5 |
completed | May 19, 2026, 9:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c325f5c248190b35e2c88b384ac31 |
completed | May 19, 2026, 9:50 a.m. |
Created at: April 17, 2026, 4:01 p.m.