Triple
T9184307
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrew Martin |
E220414
|
entity |
| Predicate | coCreatedInNovelBy |
P40162
|
FINISHED |
| Object |
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.
|
E787339
|
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: Isaac Asimov and Robert Silverberg | Statement: [Andrew Martin, coCreatedInNovelBy, Isaac Asimov and Robert Silverberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isaac Asimov and Robert Silverberg Context triple: [Andrew Martin, coCreatedInNovelBy, Isaac Asimov and Robert Silverberg]
-
A.
Robert Silverberg
Robert Silverberg is a prolific American science fiction author known for his imaginative world-building, psychological depth, and numerous award-winning novels and short stories.
-
B.
Frederik Pohl
Frederik Pohl was an influential American science fiction writer, editor, and fan whose career spanned over seven decades and helped shape modern speculative fiction.
-
C.
James Blish
James Blish was an influential American science fiction author and critic, best known for his "Cities in Flight" series and for helping shape mid-20th-century science fiction through both his fiction and literary analysis.
-
D.
Isaac Asimov
Isaac Asimov was a prolific American science fiction author and biochemist renowned for works like the Foundation series and his popular science writing.
-
E.
Theodore Sturgeon
Theodore Sturgeon was an influential American science fiction author renowned for his psychologically rich, character-driven stories and for formulating "Sturgeon's Law."
- 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: Isaac Asimov and Robert Silverberg Triple: [Andrew Martin, coCreatedInNovelBy, Isaac Asimov and Robert Silverberg]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Isaac Asimov and Robert Silverberg Target entity description: 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.
-
A.
Robert Silverberg
Robert Silverberg is a prolific American science fiction author known for his imaginative world-building, psychological depth, and numerous award-winning novels and short stories.
-
B.
Frederik Pohl
Frederik Pohl was an influential American science fiction writer, editor, and fan whose career spanned over seven decades and helped shape modern speculative fiction.
-
C.
James Blish
James Blish was an influential American science fiction author and critic, best known for his "Cities in Flight" series and for helping shape mid-20th-century science fiction through both his fiction and literary analysis.
-
D.
Isaac Asimov
Isaac Asimov was a prolific American science fiction author and biochemist renowned for works like the Foundation series and his popular science writing.
-
E.
Theodore Sturgeon
Theodore Sturgeon was an influential American science fiction author renowned for his psychologically rich, character-driven stories and for formulating "Sturgeon's Law."
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: coCreatedInNovelBy Context triple: [Andrew Martin, coCreatedInNovelBy, Isaac Asimov and Robert Silverberg]
-
A.
novelAuthorOfAppearance
Indicates that a person is the author of a novel in which a given character or entity appears.
-
B.
creatorOfCharacter
chosen
Indicates that one entity is the originator or author who created or conceived the other entity as a character.
-
C.
creatorOfAdaptationCharacterIn
Indicates that a person is the creator of a character that appears in a particular adaptation of a work.
-
D.
keyCreatorInFiction
Indicates that an entity is the primary fictional creator or originator of another entity within a narrative or fictional universe.
-
E.
notableCharacterCreated
Indicates that one entity is a notable or significant character that was created by another entity.
- 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_69ca83e6d77c81909862b7afef56b1bf |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccc31734908190b8ebe3b57849ca5f |
completed | April 1, 2026, 7:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d07771873c8190a9e2ebf2c83775be |
completed | April 4, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_69d07b661c6481908043d4ab1a0d63ce |
completed | April 4, 2026, 2:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d07bf458208190b204ac5e86643034 |
completed | April 4, 2026, 2:48 a.m. |
| PD | Predicate disambiguation | batch_69cc66090e5881908889dc1213815626 |
completed | April 1, 2026, 12:25 a.m. |
Created at: March 30, 2026, 7:24 p.m.