Triple
T1800225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Golden Age of Science Fiction |
E39700
|
entity |
| Predicate | keyFigure |
P256
|
FINISHED |
| Object | Robert A. Heinlein |
E114158
|
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 A. Heinlein | Statement: [Golden Age of Science Fiction, keyFigure, Robert A. Heinlein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert A. Heinlein Context triple: [Golden Age of Science Fiction, keyFigure, Robert A. Heinlein]
-
A.
Robert A. Heinlein
chosen
Robert A. Heinlein was a pioneering American science fiction author, often called the "dean of science fiction writers," known for influential works like "Stranger in a Strange Land" and "Starship Troopers."
-
B.
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.
-
C.
John W. Campbell Jr.
John W. Campbell Jr. was a highly influential American science fiction writer and editor, best known for shaping modern science fiction through his long tenure at Astounding Science Fiction (later Analog).
-
D.
Philip K. Dick
Philip K. Dick was an American science fiction author renowned for his philosophical, reality-bending stories that inspired numerous films, including the one on which "The Adjustment Bureau" is based.
-
E.
Harlan Ellison
Harlan Ellison was an influential American writer best known for his provocative speculative fiction, sharp criticism, and award-winning short stories and teleplays.
- 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_69a88632aa588190ba3978fde0db5bbd |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa6569b2e48190a56cf48160796d2e |
completed | March 6, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf3fd6bc81908b762644fb588f0a |
completed | March 8, 2026, 8:42 p.m. |
Created at: March 4, 2026, 7:32 p.m.