Triple
T3285077
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Winds of Winter |
E68960
|
entity |
| Predicate | publisherAnnounced |
P44620
|
FINISHED |
| Object | Bantam Books |
E50710
|
NE FINISHED |
How this triple was built (3 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 Books | Statement: [The Winds of Winter, publisherAnnounced, Bantam Books]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantam Books Context triple: [The Winds of Winter, publisherAnnounced, Bantam Books]
-
A.
Bantam Books
chosen
Bantam Books is a major American publishing imprint known for its mass-market paperbacks and genre fiction titles.
-
B.
Bantam Press
Bantam Press is a British publishing imprint of Transworld Publishers, known for releasing popular fiction and non-fiction titles by bestselling authors.
-
C.
Ballantine Books
Ballantine Books is a major American book publisher, best known as a long-standing imprint of Random House that has released a wide range of popular fiction and nonfiction titles.
-
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.
Anchor Books
Anchor Books is a paperback publishing imprint known for issuing classic and contemporary literary works, often in affordable and widely distributed editions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: publisherAnnounced Context triple: [The Winds of Winter, publisherAnnounced, Bantam Books]
-
A.
announcedAs
Indicates that one entity is publicly presented, declared, or introduced in a specified role, name, or capacity by another entity.
-
B.
announcedAt
Indicates that an announcement or declaration was made at a specific time or event.
-
C.
announcedTo
Indicates that one entity formally communicated or made known some information, decision, or event to another specific entity.
-
D.
announcedComingOf
chosen
Indicates that one entity publicly communicated or declared the impending arrival or appearance of another entity.
-
E.
announcedThat
Indicates that one entity publicly communicated or declared a specific fact, decision, or piece of information about another entity or situation.
- F. None of above.
Provenance (4 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_69ad859c463481909ca4be267336c290 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0377c9c819089af47952946de52 |
completed | March 8, 2026, 5:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3cd5f508190ac5abc2dcdf0957d |
completed | March 12, 2026, 5:11 p.m. |
| PD | Predicate disambiguation | batch_69ada421fadc8190b7c7d3c8afd20061 |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:10 p.m.