Triple
T17058175
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gavin Thorpe |
E413878
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Black Library
Black Library is the publishing imprint of Games Workshop that specializes in fiction set in the Warhammer and Warhammer 40,000 universes.
|
E1248631
|
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: Black Library | Statement: [Gavin Thorpe, employer, Black Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Library Context triple: [Gavin Thorpe, employer, Black Library]
-
A.
Citadel Press
Citadel Press is a publishing company known for producing popular nonfiction works, including influential historical and reference titles.
-
B.
Titan Books
Titan Books is a British publishing house known for releasing tie-in fiction, art books, and non-fiction works based on popular film, television, and comic franchises.
-
C.
Forge Books
Forge Books is an American publishing imprint known for releasing a wide range of commercial fiction, including thrillers, mysteries, and general-interest novels, under the broader Tor/Forge publishing group.
-
D.
Codex Hammer
Codex Hammer is a famous scientific notebook by Leonardo da Vinci, renowned for its detailed studies of astronomy, geology, and the properties of water.
-
E.
Books of Blood
Books of Blood is a landmark horror short story collection by Clive Barker that helped establish his reputation for dark, imaginative, and visceral fiction.
- 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: Black Library Triple: [Gavin Thorpe, employer, Black Library]
Generated description
Black Library is the publishing imprint of Games Workshop that specializes in fiction set in the Warhammer and Warhammer 40,000 universes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Library Target entity description: Black Library is the publishing imprint of Games Workshop that specializes in fiction set in the Warhammer and Warhammer 40,000 universes.
-
A.
Citadel Press
Citadel Press is a publishing company known for producing popular nonfiction works, including influential historical and reference titles.
-
B.
Titan Books
Titan Books is a British publishing house known for releasing tie-in fiction, art books, and non-fiction works based on popular film, television, and comic franchises.
-
C.
Forge Books
Forge Books is an American publishing imprint known for releasing a wide range of commercial fiction, including thrillers, mysteries, and general-interest novels, under the broader Tor/Forge publishing group.
-
D.
Codex Hammer
Codex Hammer is a famous scientific notebook by Leonardo da Vinci, renowned for its detailed studies of astronomy, geology, and the properties of water.
-
E.
Books of Blood
Books of Blood is a landmark horror short story collection by Clive Barker that helped establish his reputation for dark, imaginative, and visceral fiction.
- 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_69d886cde3d481908d4d01ba88ba7eb7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3db7b553c81908ec70ba0d0988710 |
completed | April 18, 2026, 7:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012349b2c88190a5c5e06a5cae1ac5 |
completed | May 11, 2026, 12:31 a.m. |
| NEDg | Description generation | batch_6a012585a1548190a112f55e2d84ccac |
completed | May 11, 2026, 12:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0126536c348190b9b2eadb4969f8c2 |
completed | May 11, 2026, 12:44 a.m. |
Created at: April 10, 2026, 5:34 a.m.