Triple
T8666767
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Seldon Crisis |
E205694
|
entity |
| Predicate | predictedBy |
P119
|
FINISHED |
| Object | Hari Seldon |
E200987
|
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: Hari Seldon | Statement: [Seldon Crisis, predictedBy, Hari Seldon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hari Seldon Context triple: [Seldon Crisis, predictedBy, Hari Seldon]
-
A.
Hari Seldon
chosen
Hari Seldon is a brilliant mathematician and creator of psychohistory in Isaac Asimov’s Foundation series, whose predictive science shapes the fate of the Galactic Empire.
-
B.
Wanda Seldon
Wanda Seldon is a key character in Isaac Asimov's Foundation series, notable for her powerful mentalic abilities and her crucial role in shaping the future of the Foundation.
-
C.
Raych Seldon
Raych Seldon is the adopted son and loyal aide of mathematician Hari Seldon in Isaac Asimov’s Foundation series, often serving as his protector and operative in political and covert affairs.
-
D.
Golan Trevize
Golan Trevize is a starship pilot and councilman from Isaac Asimov’s Foundation series, known for his intuitive decision-making that shapes the future course of the galaxy.
-
E.
Dr. Han Fastolfe
Dr. Han Fastolfe is a prominent roboticist and politician in Isaac Asimov's Robot series, renowned as a leading Spacer scientist and key architect of advanced humanoid robots.
- 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_69ca83516ae88190aefe034b3bc589e3 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc48a34b808190aa9aed9cdb2900e6 |
completed | March 31, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d016e84df4819092b442216a5f6c9e |
completed | April 3, 2026, 7:37 p.m. |
Created at: March 30, 2026, 6:31 p.m.