Triple
T1800503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | psychohistory |
E39706
|
entity |
| Predicate | appearsIn |
P795
|
FINISHED |
| Object | Prelude to Foundation |
E203127
|
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: Prelude to Foundation | Statement: [psychohistory, appearsIn, Prelude to Foundation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prelude to Foundation Context triple: [psychohistory, appearsIn, Prelude to Foundation]
-
A.
Prelude to Foundation
chosen
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.
-
B.
Second Foundation
Second Foundation is a science fiction novel by Isaac Asimov that concludes his original Foundation trilogy, focusing on a secretive group of mentalics guiding the fate of the Galactic Empire.
-
C.
The Songs of Distant Earth
The Songs of Distant Earth is a science fiction novel by Arthur C. Clarke that explores themes of interstellar travel, human colonization, and the emotional costs of leaving a dying Earth behind.
-
D.
The Fountains of Paradise
The Fountains of Paradise is a science fiction novel by Arthur C. Clarke that centers on the visionary construction of a space elevator on a fictionalized Sri Lankan island, exploring themes of technological ambition, religion, and human progress.
-
E.
The City and the Stars
The City and the Stars is a classic science fiction novel by Arthur C. Clarke that explores themes of immortality, memory, and the cyclical nature of civilization in a far-future utopian city.
- 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_69aa656ad5d4819090e677ad137b0cd1 |
completed | March 6, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adead0fb988190b403f5c62cbe991a |
completed | March 8, 2026, 9:32 p.m. |
Created at: March 4, 2026, 7:32 p.m.