Triple
T8492336
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The General |
E201002
|
entity |
| Predicate | primaryOpposingForceToBelRiose |
P32752
|
FINISHED |
| Object | the Seldon Plan |
E200991
|
NE FINISHED |
How this triple was built (3 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: the Seldon Plan | Statement: [The General, primaryOpposingForceToBelRiose, the Seldon Plan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: the Seldon Plan Context triple: [The General, primaryOpposingForceToBelRiose, the Seldon Plan]
-
A.
Seldon Plan
chosen
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.
-
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 Crisis
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.
-
D.
Prelude to Foundation
Prelude to Foundation is a science fiction novel by Isaac Asimov that explores the early life of Hari Seldon and the origins of his revolutionary science of psychohistory within the Foundation universe.
-
E.
The Caves of Steel
The Caves of Steel is a science fiction detective novel by Isaac Asimov that blends futuristic robotics with a classic murder mystery set in an overpopulated, enclosed megacity.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primaryOpposingForceToBelRiose Context triple: [The General, primaryOpposingForceToBelRiose, the Seldon Plan]
-
A.
primaryEnemyForces
chosen
Indicates that the related entities constitute the main opposing or hostile forces in a conflict or competitive situation.
-
B.
opposingForce
Indicates a relationship where one entity actively resists, counters, or works against the actions, goals, or influence of another entity.
-
C.
primaryOpposingCountry
Indicates that one country is the main or principal adversary or opponent of another country in a conflict, rivalry, or opposition.
-
D.
opponentForceAllegiance
Indicates that one force, group, or individual is aligned with or belongs to an opposing or enemy side in a conflict or competition.
-
E.
primaryEnemy
Indicates that one entity is the main or most significant adversary or opponent of another entity.
- F. None of above.
Provenance (4 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. |
| PD | Predicate disambiguation | batch_69cbd107633c8190a36ba50e07876918 |
completed | March 31, 2026, 1:49 p.m. |
Created at: March 30, 2026, 6:13 p.m.