Triple
T11636567
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gollancz |
E276533
|
entity |
| Predicate | hasPublishedAuthor |
P4244
|
FINISHED |
| Object |
Neal Asher
Neal Asher is a British science fiction author best known for his fast-paced, technology-rich space opera novels, particularly the Polity series.
|
E940070
|
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: Neal Asher | Statement: [Gollancz, hasPublishedAuthor, Neal Asher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neal Asher Context triple: [Gollancz, hasPublishedAuthor, Neal Asher]
-
A.
Alastair Reynolds
Alastair Reynolds is a Welsh science fiction author best known for his space opera novels, particularly the Revelation Space series, which blend hard science with expansive, gothic-tinged futures.
-
B.
Stephen Baxter
Stephen Baxter is a British science fiction author known for his hard science narratives, expansive space operas, and collaborations with Arthur C. Clarke.
-
C.
Stephen Baxter
Stephen Baxter is a Northern Irish football manager and former player best known for his long-term and highly successful tenure in charge of Crusaders FC.
-
D.
Charles Stross
Charles Stross is a British science fiction and fantasy author known for his inventive, genre-blending works such as the "Laundry Files" and "Merchant Princes" series.
-
E.
Ian McDonald
Ian McDonald is a British science fiction author known for his richly imagined, culturally diverse speculative novels such as "River of Gods" and "Brasyl."
- 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: Neal Asher Triple: [Gollancz, hasPublishedAuthor, Neal Asher]
Generated description
Neal Asher is a British science fiction author best known for his fast-paced, technology-rich space opera novels, particularly the Polity series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neal Asher Target entity description: Neal Asher is a British science fiction author best known for his fast-paced, technology-rich space opera novels, particularly the Polity series.
-
A.
Alastair Reynolds
Alastair Reynolds is a Welsh science fiction author best known for his space opera novels, particularly the Revelation Space series, which blend hard science with expansive, gothic-tinged futures.
-
B.
Stephen Baxter
Stephen Baxter is a British science fiction author known for his hard science narratives, expansive space operas, and collaborations with Arthur C. Clarke.
-
C.
Stephen Baxter
Stephen Baxter is a Northern Irish football manager and former player best known for his long-term and highly successful tenure in charge of Crusaders FC.
-
D.
Charles Stross
Charles Stross is a British science fiction and fantasy author known for his inventive, genre-blending works such as the "Laundry Files" and "Merchant Princes" series.
-
E.
Ian McDonald
Ian McDonald is a British science fiction author known for his richly imagined, culturally diverse speculative novels such as "River of Gods" and "Brasyl."
- 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_69d6aafa51148190ab84940694c00235 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a25d80208190b33e95db2e7cc276 |
completed | April 10, 2026, 7:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ef137087248190bb6c196bc94eb0f6 |
completed | April 27, 2026, 7:42 a.m. |
| NEDg | Description generation | batch_69ef354b3b3c8190b1c91dbf9c705a7d |
completed | April 27, 2026, 10:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ef5170ce9881908f2ecf3d5ada809a |
completed | April 27, 2026, 12:07 p.m. |
Created at: April 8, 2026, 9:39 p.m.