Triple
T8494492
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robot Dreams |
E201062
|
entity |
| Predicate | partOfFranchise |
P1925
|
FINISHED |
| Object | Isaac Asimov robot series |
E739865
|
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: Isaac Asimov robot series | Statement: [Robot Dreams, partOfFranchise, Isaac Asimov robot series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isaac Asimov robot series Context triple: [Robot Dreams, partOfFranchise, Isaac Asimov robot series]
-
A.
Asimov's positronic robot universe
chosen
Asimov's positronic robot universe is the shared fictional setting of Isaac Asimov’s robot and early Foundation stories, defined by the Three Laws of Robotics and the societal impact of intelligent positronic robots on humanity’s future.
-
B.
Three Laws of Robotics
The Three Laws of Robotics are a set of fictional ethical rules devised by Isaac Asimov to govern the behavior of intelligent robots and prevent them from harming humans.
-
C.
Asimov’s Science Fiction
Asimov’s Science Fiction is a long-running American magazine specializing in science fiction short stories and novellas, known for publishing both established and emerging genre authors.
-
D.
I, Robot
I, Robot is a seminal science fiction short story collection by Isaac Asimov that explores the ethical and logical implications of advanced robotics and the famous Three Laws of Robotics.
-
E.
I, Robot
I, Robot is a 2004 science fiction film loosely inspired by Isaac Asimov’s robot stories, featuring Will Smith in a futuristic murder mystery involving advanced robots and artificial intelligence.
- 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_69cbe57c01f881908cb77c8c834ac08d |
completed | March 31, 2026, 3:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf27fc84cc81909b788839bbc8e016 |
completed | April 3, 2026, 2:37 a.m. |
Created at: March 30, 2026, 6:13 p.m.