Triple
T2070672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dune: Part Two |
E44808
|
entity |
| Predicate | authorOfSourceWork |
P2353
|
FINISHED |
| Object | Frank Herbert |
E224776
|
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: Frank Herbert | Statement: [Dune: Part Two, authorOfSourceWork, Frank Herbert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frank Herbert Context triple: [Dune: Part Two, authorOfSourceWork, Frank Herbert]
-
A.
Frank Herbert
chosen
Frank Herbert was an American science fiction author best known for creating the influential Dune saga, a landmark of the genre.
-
B.
Ursula K. Le Guin
Ursula K. Le Guin was a highly influential American author best known for her imaginative and socially insightful science fiction and fantasy works, including the Earthsea series and the Hainish Cycle.
-
C.
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.
-
D.
L. Neil Smith
L. Neil Smith was an American libertarian science fiction author and activist known for his pro-freedom themes and influential role in promoting libertarian ideas within speculative fiction.
-
E.
Daniel Keyes
Daniel Keyes was an American author best known for his science fiction work "Flowers for Algernon," which explores themes of intelligence, identity, and human dignity.
- 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_69a88916c2b48190a5ca2e9b12cad3ed |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9f677108190aea3c8db7850c892 |
completed | March 7, 2026, 5:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae27289eb081909bfbc9bf2cd14878 |
completed | March 9, 2026, 1:49 a.m. |
Created at: March 4, 2026, 7:41 p.m.