Triple
T17884116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karen Berger |
E447159
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Berger Books
Berger Books is a comic book imprint founded and curated by longtime editor Karen Berger, known for publishing creator-owned, genre-bending graphic novels and series.
|
E1293775
|
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: Berger Books | Statement: [Karen Berger, employer, Berger Books]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berger Books Context triple: [Karen Berger, employer, Berger Books]
-
A.
Algonquin Books
Algonquin Books is an American literary publishing imprint known for championing high-quality fiction and narrative nonfiction, particularly from emerging and distinctive voices.
-
B.
North Point Press
North Point Press is an American literary publishing imprint known for its high-quality editions of fiction, poetry, and nonfiction.
-
C.
Corgi Books
Corgi Books is a British paperback publishing imprint known for releasing popular fiction and fantasy titles, including Terry Pratchett’s Discworld series.
-
D.
Persephone Books
Persephone Books is an independent British publishing house renowned for reprinting neglected or out-of-print works, particularly by mid-20th-century women writers, in distinctive grey-covered editions.
-
E.
Keter Publishing House
Keter Publishing House is an Israeli publishing company renowned for producing major Jewish reference works and Hebrew literature.
- 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: Berger Books Triple: [Karen Berger, employer, Berger Books]
Generated description
Berger Books is a comic book imprint founded and curated by longtime editor Karen Berger, known for publishing creator-owned, genre-bending graphic novels and series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berger Books Target entity description: Berger Books is a comic book imprint founded and curated by longtime editor Karen Berger, known for publishing creator-owned, genre-bending graphic novels and series.
-
A.
Algonquin Books
Algonquin Books is an American literary publishing imprint known for championing high-quality fiction and narrative nonfiction, particularly from emerging and distinctive voices.
-
B.
North Point Press
North Point Press is an American literary publishing imprint known for its high-quality editions of fiction, poetry, and nonfiction.
-
C.
Corgi Books
Corgi Books is a British paperback publishing imprint known for releasing popular fiction and fantasy titles, including Terry Pratchett’s Discworld series.
-
D.
Persephone Books
Persephone Books is an independent British publishing house renowned for reprinting neglected or out-of-print works, particularly by mid-20th-century women writers, in distinctive grey-covered editions.
-
E.
Keter Publishing House
Keter Publishing House is an Israeli publishing company renowned for producing major Jewish reference works and Hebrew literature.
- 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_69d8b9f59bd48190a6fc925a855b8bac |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49c11530881908ad98fbd0a52b1c3 |
completed | April 19, 2026, 9:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0313d7ca4881908ce9c8e9a8d44e11 |
completed | May 12, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_6a0315959c3c819096a93724638a970b |
completed | May 12, 2026, 11:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03165da2a081909ad7089d5135d23c |
completed | May 12, 2026, noon |
Created at: April 10, 2026, 10:18 a.m.