Triple
T1800504
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | psychohistory |
E39706
|
entity |
| Predicate | appearsIn |
P795
|
FINISHED |
| Object | Forward the Foundation |
E200997
|
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: Forward the Foundation | Statement: [psychohistory, appearsIn, Forward the Foundation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forward the Foundation Context triple: [psychohistory, appearsIn, Forward the Foundation]
-
A.
Forward the Foundation
chosen
Forward the Foundation is a science fiction novel by Isaac Asimov that chronicles the later life of Hari Seldon and the development of psychohistory within the Foundation universe.
-
B.
Forward!
Forward! is the English title of the 1972 Italian political drama film "Avanti!".
-
C.
First Foundation
First Foundation is a powerful scientific and political organization in Isaac Asimov’s Foundation series, created to preserve human knowledge and guide the future of the Galactic Empire using the predictive science of psychohistory.
-
D.
Foundation versus the Mule
Foundation versus the Mule is the climactic struggle in Isaac Asimov’s Foundation series between the predictive power of psychohistory and a mutant conqueror whose unpredictable abilities threaten to derail the Seldon Plan.
-
E.
Forward
Forward is the state motto of Wisconsin, expressing its emphasis on progress and continual improvement.
- 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_69adbf5645808190a774d96cfe5c5e58 |
completed | March 8, 2026, 6:26 p.m. |
Created at: March 4, 2026, 7:32 p.m.