Triple
T1799374
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foundation and Empire |
E39679
|
entity |
| Predicate | featuresCharacter |
P626
|
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: [Foundation and Empire, featuresCharacter, Hari Seldon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hari Seldon Context triple: [Foundation and Empire, featuresCharacter, 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.
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.
-
C.
Daniel Quasar
Daniel Quasar is a graphic designer best known for creating the Progress Pride Flag, an updated version of the rainbow flag that emphasizes inclusion and intersectionality within the LGBTQ+ community.
-
D.
Salvor Hardin
Salvor Hardin is a key political leader and first mayor of Terminus in Isaac Asimov’s Foundation series, known for his pragmatic, non-military approach to resolving crises.
-
E.
Ford Prefect
Ford Prefect is a roving alien researcher and eccentric hitchhiker who serves as Arthur Dent’s savvy, sardonic guide to the universe in Douglas Adams’ comic science fiction series.
- 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_69aa6569b2e48190a56cf48160796d2e |
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.