Triple
T10036918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beyond Infinity |
E205193
|
entity |
| Predicate | writtenBy |
P806
|
FINISHED |
| Object | Gregory Benford |
E41056
|
NE FINISHED |
How this triple was built (2 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: Gregory Benford | Statement: [Beyond Infinity, writtenBy, Gregory Benford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gregory Benford Context triple: [Beyond Infinity, writtenBy, Gregory Benford]
-
A.
Gregory Benford
chosen
Gregory Benford is an American science fiction author and astrophysicist best known for his hard science fiction novels such as "Timescape" and his contributions to the Galactic Center series.
-
B.
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.
-
C.
Ben Bova
Ben Bova was an American science fiction author and editor renowned for his hard science fiction novels and influential leadership roles at magazines like Analog and Omni.
-
D.
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.
-
E.
Julian May
Julian May was an American science fiction and fantasy author best known for her sprawling Saga of Pliocene Exile and Galactic Milieu series.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca834f70e88190b2d74828b7767ec1 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcede428c8190ae115dc3425f9b0e |
completed | April 2, 2026, 2:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d32a82ef648190a7c3d59e47e51845 |
completed | April 6, 2026, 3:37 a.m. |
Created at: March 30, 2026, 8:55 p.m.