Triple
T8492490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foundation universe |
E201005
|
entity |
| Predicate | hasEvent |
P811
|
FINISHED |
| Object | Seldon Crises |
E205694
|
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: Seldon Crises | Statement: [Foundation universe, hasEvent, Seldon Crises]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Seldon Crises Context triple: [Foundation universe, hasEvent, Seldon Crises]
-
A.
Seldon Crisis
chosen
Seldon Crisis is a pivotal, mathematically predicted period of social and political upheaval in Isaac Asimov’s Foundation series, during which the course of galactic history can be decisively altered.
-
B.
Seldon Vault
The Seldon Vault is a concealed, time-locked repository of Hari Seldon’s prerecorded holographic messages that periodically reveal guidance and predictions to the Foundation in Isaac Asimov’s Foundation series.
-
C.
Seldon Plan
The Seldon Plan is a long-term, mathematically derived strategy in Isaac Asimov’s Foundation series designed to guide humanity through a predicted dark age and shorten the collapse of galactic civilization.
-
D.
The Ribos Operation
The Ribos Operation is a 1978 Doctor Who serial that opens the Key to Time season, featuring the Fourth Doctor and new companion Romana in a con-artist plot on a wintry alien world.
-
E.
Cylonian affair
The Cylonian affair was an early 7th-century BCE Athenian political and religious crisis sparked by Cylon’s failed coup, which led to a notorious massacre of his supporters and long-lasting accusations of sacrilege against the Alcmaeonid family.
- 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_69cbe55cf5dc81908cad31ac53e15b46 |
completed | March 31, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf27fc84cc81909b788839bbc8e016 |
completed | April 3, 2026, 2:37 a.m. |
Created at: March 30, 2026, 6:13 p.m.