Triple
T8491778
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Salvor Hardin |
E200988
|
entity |
| Predicate | appearsIn |
P795
|
FINISHED |
| Object | The Encyclopedists |
E200993
|
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: The Encyclopedists | Statement: [Salvor Hardin, appearsIn, The Encyclopedists]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Encyclopedists Context triple: [Salvor Hardin, appearsIn, The Encyclopedists]
-
A.
The Encyclopedists
chosen
"The Encyclopedists" is a science fiction story by Isaac Asimov set in his Foundation universe, focusing on a group of scholars whose faith in pure knowledge is challenged by the political and social realities of a collapsing Galactic Empire.
-
B.
Enlightenment’s Wake
Enlightenment’s Wake is a philosophical work by John Gray that critically examines and challenges the legacy of Enlightenment rationalism and liberal humanism in modern political thought.
-
C.
Theodoriana
Theodoriana is a mountainous village in the Tzoumerka region of Epirus in northwestern Greece, known for its natural beauty, waterfalls, and traditional character.
-
D.
The Story of More
The Story of More is a nonfiction book by scientist Hope Jahren that examines how human consumption and population growth are driving climate change and environmental degradation, and what individuals can do to respond.
-
E.
The Three Philosophers
The Three Philosophers is a renowned early 16th-century painting by Venetian master Giorgione that depicts three men of different ages in a contemplative outdoor setting, often interpreted as allegorizing the stages of human knowledge or the three Magi.
- 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_69ca831ee390819095fae73400bbfafc |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe55af3f48190a8cd64cdce0ebd4c |
completed | March 31, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce3a54c3888190b11b7e9909abe518 |
completed | April 2, 2026, 9:43 a.m. |
Created at: March 30, 2026, 6:13 p.m.