Triple
T1818045
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robots and Empire |
E40479
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Isaac Asimov's Robot series |
E203137
|
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's Robot series | Statement: [Robots and Empire, partOf, Isaac Asimov's Robot series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isaac Asimov's Robot series Context triple: [Robots and Empire, partOf, Isaac Asimov's Robot series]
-
A.
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.
-
B.
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.
-
C.
Asimov's Chronology of the World
Asimov's Chronology of the World is a comprehensive historical reference book by Isaac Asimov that presents a chronological overview of world history from prehistoric times to the modern era.
-
D.
Isaac Asimov bibliography
chosen
The Isaac Asimov bibliography is the comprehensive catalog of the prolific science fiction and popular science author's extensive body of work, including novels, short stories, essays, and non-fiction books.
-
E.
Fred Saberhagen's Berserker series
Fred Saberhagen's Berserker series is a classic science fiction saga about relentless, self-replicating machines bent on exterminating all life in the galaxy.
- 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_69a8864526c081908a3a4d74f689e2c5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa65f7b84081909005ce36ef1199db |
completed | March 6, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adc9ac97e081908ab1d30fa41c3e9b |
completed | March 8, 2026, 7:10 p.m. |
Created at: March 4, 2026, 7:32 p.m.