Triple
T1943641
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugo Award for Best Fan Writer |
E42011
|
entity |
| Predicate | notableWinner |
P2766
|
FINISHED |
| Object |
John Scalzi
John Scalzi is an American science fiction author and blogger best known for his novel "Old Man's War" and his influential online writing on the blog Whatever.
|
E219642
|
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: John Scalzi | Statement: [Hugo Award for Best Fan Writer, notableWinner, John Scalzi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Scalzi Context triple: [Hugo Award for Best Fan Writer, notableWinner, John Scalzi]
-
A.
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.
-
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.
Andy Weir
Andy Weir is an American science fiction author best known for his hard-science survival novel "The Martian," which was adapted into a successful feature film.
-
D.
David Brin
David Brin is an American science fiction author and astrophysicist known for his award-winning novels and influential essays on topics such as the Fermi paradox and the future of civilization.
-
E.
L. Neil Smith
L. Neil Smith was an American libertarian science fiction author and activist known for his pro-freedom themes and influential role in promoting libertarian ideas within speculative 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: John Scalzi Triple: [Hugo Award for Best Fan Writer, notableWinner, John Scalzi]
Generated description
John Scalzi is an American science fiction author and blogger best known for his novel "Old Man's War" and his influential online writing on the blog Whatever.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Scalzi Target entity description: John Scalzi is an American science fiction author and blogger best known for his novel "Old Man's War" and his influential online writing on the blog Whatever.
-
A.
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.
-
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.
Andy Weir
Andy Weir is an American science fiction author best known for his hard-science survival novel "The Martian," which was adapted into a successful feature film.
-
D.
David Brin
David Brin is an American science fiction author and astrophysicist known for his award-winning novels and influential essays on topics such as the Fermi paradox and the future of civilization.
-
E.
L. Neil Smith
L. Neil Smith was an American libertarian science fiction author and activist known for his pro-freedom themes and influential role in promoting libertarian ideas within speculative 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_69a8870e08fc8190a319cbf2600db15f |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb2fe04688190aa8461ba090c93a0 |
completed | March 7, 2026, 5:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbb9b594819096747b580ec18fee |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc3d37e4819082673b84eb5a19f2 |
completed | March 8, 2026, 10:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfd7ef5588190ab85f3981466d1e0 |
completed | March 8, 2026, 10:51 p.m. |
Created at: March 4, 2026, 7:36 p.m.