Triple
T19179738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sunstorm |
E469538
|
entity |
| Predicate | hasCoAuthorRelationship |
P2389
|
FINISHED |
| Object |
Stephen Baxter and Arthur C. Clarke
Stephen Baxter and Arthur C. Clarke are science fiction authors known for their hard-SF collaborations and for extending Clarke’s visionary legacy through works that blend rigorous science with grand cosmic themes.
|
E1368934
|
NE FINISHED |
How this triple was built (5 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: Stephen Baxter and Arthur C. Clarke | Statement: [Sunstorm, hasCoAuthorRelationship, Stephen Baxter and Arthur C. Clarke]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Baxter and Arthur C. Clarke Context triple: [Sunstorm, hasCoAuthorRelationship, Stephen Baxter and Arthur C. Clarke]
-
A.
Arthur C. Clarke
Arthur C. Clarke was a British science fiction writer and futurist best known for works like "2001: A Space Odyssey" and for popularizing concepts such as geostationary communications satellites.
-
B.
Arthur H. Clarke
Arthur H. Clarke was a British yachtsman and sailing enthusiast best known for co-founding the prestigious Royal Ocean Racing Club, a leading institution in offshore yacht racing.
-
C.
Isaac Asimov and Robert Silverberg
Isaac Asimov and Robert Silverberg were influential science fiction authors who collaborated on several works, blending Asimov’s visionary futurism with Silverberg’s literary sophistication.
-
D.
Brian W. Aldiss
Brian W. Aldiss was a British science fiction author and critic known for his innovative novels, short stories, and influential role in shaping modern speculative fiction.
-
E.
John Brunner
John Brunner was a British science fiction author renowned for his socially and politically incisive novels that helped define the New Wave movement in the 1960s and 1970s.
- 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: Stephen Baxter and Arthur C. Clarke Triple: [Sunstorm, hasCoAuthorRelationship, Stephen Baxter and Arthur C. Clarke]
Generated description
Stephen Baxter and Arthur C. Clarke are science fiction authors known for their hard-SF collaborations and for extending Clarke’s visionary legacy through works that blend rigorous science with grand cosmic themes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen Baxter and Arthur C. Clarke Target entity description: Stephen Baxter and Arthur C. Clarke are science fiction authors known for their hard-SF collaborations and for extending Clarke’s visionary legacy through works that blend rigorous science with grand cosmic themes.
-
A.
Arthur C. Clarke
Arthur C. Clarke was a British science fiction writer and futurist best known for works like "2001: A Space Odyssey" and for popularizing concepts such as geostationary communications satellites.
-
B.
Arthur H. Clarke
Arthur H. Clarke was a British yachtsman and sailing enthusiast best known for co-founding the prestigious Royal Ocean Racing Club, a leading institution in offshore yacht racing.
-
C.
Isaac Asimov and Robert Silverberg
Isaac Asimov and Robert Silverberg were influential science fiction authors who collaborated on several works, blending Asimov’s visionary futurism with Silverberg’s literary sophistication.
-
D.
Brian W. Aldiss
Brian W. Aldiss was a British science fiction author and critic known for his innovative novels, short stories, and influential role in shaping modern speculative fiction.
-
E.
John Brunner
John Brunner was a British science fiction author renowned for his socially and politically incisive novels that helped define the New Wave movement in the 1960s and 1970s.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasCoAuthorRelationship Context triple: [Sunstorm, hasCoAuthorRelationship, Stephen Baxter and Arthur C. Clarke]
-
A.
hasCoauthor
chosen
Indicates that two or more entities have jointly authored the same work or publication.
-
B.
hasAuthorRelationship
Indicates a relationship where one entity serves as the author or creator of another entity (such as a work, document, or resource).
-
C.
hasChildCoauthor
Indicates that an entity has at least one child who is also a coauthor with that entity on a work or publication.
-
D.
coAuthorAlsoWrote
Indicates that a person who is a co-author of one work also wrote another work, linking shared authorship across multiple creations.
-
E.
relatedWorkOfCoAuthor
Indicates that one work is related to another through a shared co-author relationship between their creators.
- F. None of above.
Provenance (6 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_69d8dd09d5a081909ae43c286651ae5a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f61ae4108190b3715261cac2dd86 |
completed | April 20, 2026, 9:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07143e311081908ade37a3cca4c5d8 |
completed | May 15, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_6a071539637081909eb54bc2553c47b9 |
completed | May 15, 2026, 12:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07161b27e4819088745c7f1c169416 |
completed | May 15, 2026, 12:48 p.m. |
| PD | Predicate disambiguation | batch_69e4b9bb158481909478ca2e06f3ba39 |
completed | April 19, 2026, 11:17 a.m. |
Created at: April 10, 2026, 12:07 p.m.