Triple
T1799511
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | I, Robot |
E39682
|
entity |
| Predicate | centralConcept |
P533
|
FINISHED |
| Object |
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.
|
E201014
|
NE FINISHED |
How this triple was built (4 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: Three Laws of Robotics | Statement: [I, Robot, centralConcept, Three Laws of Robotics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Three Laws of Robotics Context triple: [I, Robot, centralConcept, Three Laws of Robotics]
-
A.
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.
-
B.
Clarke's three laws
Clarke's three laws are a set of aphorisms about science and technology, most famously stating that "any sufficiently advanced technology is indistinguishable from magic."
-
C.
The Robots of Dawn
The Robots of Dawn is a science fiction novel by Isaac Asimov that continues the adventures of detective Elijah Baley as he investigates a high-stakes robotic "murder" on the Spacer world of Aurora, further developing Asimov’s robot universe and the Three Laws of Robotics.
-
D.
Robots and Empire
Robots and Empire is a science fiction novel by Isaac Asimov that bridges his Robot and Foundation series, exploring the long-term consequences of human–robot relations and the origins of key galactic events.
-
E.
The Rest of the Robots
The Rest of the Robots is a science fiction short story collection by Isaac Asimov that gathers many of his classic robot tales exploring the implications of the Three Laws of Robotics.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Three Laws of Robotics Triple: [I, Robot, centralConcept, Three Laws of Robotics]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Three Laws of Robotics Target entity description: 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.
-
A.
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.
-
B.
Clarke's three laws
Clarke's three laws are a set of aphorisms about science and technology, most famously stating that "any sufficiently advanced technology is indistinguishable from magic."
-
C.
The Robots of Dawn
The Robots of Dawn is a science fiction novel by Isaac Asimov that continues the adventures of detective Elijah Baley as he investigates a high-stakes robotic "murder" on the Spacer world of Aurora, further developing Asimov’s robot universe and the Three Laws of Robotics.
-
D.
Robots and Empire
Robots and Empire is a science fiction novel by Isaac Asimov that bridges his Robot and Foundation series, exploring the long-term consequences of human–robot relations and the origins of key galactic events.
-
E.
The Rest of the Robots
The Rest of the Robots is a science fiction short story collection by Isaac Asimov that gathers many of his classic robot tales exploring the implications of the Three Laws of Robotics.
- F. None of above. chosen
Provenance (5 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_69adb5d8da888190a88f3bd8036e19f4 |
completed | March 8, 2026, 5:46 p.m. |
| NEDg | Description generation | batch_69adb69c149081908b5b819c068a1ce2 |
completed | March 8, 2026, 5:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adb8be528c819092a5e22b099fc2a0 |
completed | March 8, 2026, 5:58 p.m. |
Created at: March 4, 2026, 7:32 p.m.