Triple
T6264556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Machine Stops |
E140380
|
entity |
| Predicate | isOftenComparedTo |
P278
|
FINISHED |
| Object | Brave New World |
E99333
|
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: Brave New World | Statement: [The Machine Stops, isOftenComparedTo, Brave New World]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brave New World Context triple: [The Machine Stops, isOftenComparedTo, Brave New World]
-
A.
Brave New World
chosen
Brave New World is a classic dystopian novel that portrays a technologically advanced but dehumanized future society obsessed with control, consumerism, and engineered happiness.
-
B.
Brave New World Revisited
Brave New World Revisited is Aldous Huxley’s non-fiction collection of essays in which he reflects on and updates the themes of his dystopian novel Brave New World in light of mid-20th-century political and technological developments.
-
C.
The Machine Stops
The Machine Stops is a 1909 dystopian science fiction short story depicting a future society utterly dependent on an all-controlling technological system and the consequences when it fails.
-
D.
Walden Two
Walden Two is a utopian novel by behaviorist B. F. Skinner that depicts a community engineered through behavioral principles to maximize social harmony and individual well-being.
-
E.
Fahrenheit 451
Fahrenheit 451 is a classic dystopian novel by Ray Bradbury that depicts a future society where books are banned and "firemen" burn any that are found.
- 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_69c008cabc4081909723e2547c9d6cc0 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0638c43808190a375e9f29f2b2138 |
completed | March 22, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c51932e704819083e1ed17a86f6b5e |
completed | March 26, 2026, 11:32 a.m. |
Created at: March 22, 2026, 4:25 p.m.