Triple
T2273315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bantam Books |
E50710
|
entity |
| Predicate | hasImprint |
P2763
|
FINISHED |
| Object |
Bantam Spectra
Bantam Spectra is a science fiction and fantasy publishing imprint known for releasing influential genre novels and series.
|
E50710
|
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: Bantam Spectra | Statement: [Bantam Books, hasImprint, Bantam Spectra]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantam Spectra Context triple: [Bantam Books, hasImprint, Bantam Spectra]
-
A.
Hyperion Books
Hyperion Books is an American publishing imprint, originally founded by The Walt Disney Company, known for releasing a wide range of popular fiction and non-fiction titles.
-
B.
Bantam Books
Bantam Books is a major American publishing imprint known for its mass-market paperbacks and genre fiction titles.
-
C.
Prometheus Books
Prometheus Books is an American publishing company known for its focus on humanism, skepticism, and science-oriented non-fiction.
-
D.
Arrow Books
Arrow Books is a British publishing imprint of Cornerstone, part of Penguin Random House UK, known for releasing popular commercial fiction and non-fiction titles.
-
E.
Mariner Books
Mariner Books is a publishing imprint known for producing a wide range of literary fiction, nonfiction, and classic reprints.
- 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: Bantam Spectra Triple: [Bantam Books, hasImprint, Bantam Spectra]
Generated description
Bantam Spectra is a science fiction and fantasy publishing imprint known for releasing influential genre novels and series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bantam Spectra Target entity description: Bantam Spectra is a science fiction and fantasy publishing imprint known for releasing influential genre novels and series.
-
A.
Hyperion Books
Hyperion Books is an American publishing imprint, originally founded by The Walt Disney Company, known for releasing a wide range of popular fiction and non-fiction titles.
-
B.
Bantam Books
chosen
Bantam Books is a major American publishing imprint known for its mass-market paperbacks and genre fiction titles.
-
C.
Prometheus Books
Prometheus Books is an American publishing company known for its focus on humanism, skepticism, and science-oriented non-fiction.
-
D.
Arrow Books
Arrow Books is a British publishing imprint of Cornerstone, part of Penguin Random House UK, known for releasing popular commercial fiction and non-fiction titles.
-
E.
Mariner Books
Mariner Books is a publishing imprint known for producing a wide range of literary fiction, nonfiction, and classic reprints.
- 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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc1ea6cc88190982527774223127f |
completed | March 7, 2026, 6:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71ddc66c81909525394a8b2bb4e0 |
completed | March 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69ae75ba1a988190ba59d3ce5e5c39a8 |
completed | March 9, 2026, 7:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae76246f6c81909a15262d2c4ea975 |
completed | March 9, 2026, 7:26 a.m. |
Created at: March 4, 2026, 7:48 p.m.