Triple
T8495255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Time of Changes |
E201082
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Robert Silverberg |
E40196
|
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: Robert Silverberg | Statement: [A Time of Changes, author, Robert Silverberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Silverberg Context triple: [A Time of Changes, author, Robert Silverberg]
-
A.
Robert Silverberg
chosen
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.
Poul Anderson
Poul Anderson was an American science fiction and fantasy author renowned for his prolific output, hard science rigor, and influential works during the mid-20th-century Golden Age of Science Fiction.
-
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.
Larry Niven
Larry Niven is an American science fiction author renowned for his hard-SF works and expansive Known Space universe, which includes the acclaimed novel *Ringworld*.
- 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_69ca831ee390819095fae73400bbfafc |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe57c01f881908cb77c8c834ac08d |
completed | March 31, 2026, 3:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d10fff477481908c95f371d03b2189 |
completed | April 4, 2026, 1:19 p.m. |
Created at: March 30, 2026, 6:13 p.m.