Triple
T11070783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | I, Robot |
E261739
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object |
short story "I, Robot" by Eando Binder (story credit inspiration)
The short story "I, Robot" by Eando Binder is a pioneering 1939 science fiction tale about a sympathetic robot named Adam Link that helped shape later robot literature and inspired subsequent works using the same title.
|
E903272
|
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: short story "I, Robot" by Eando Binder (story credit inspiration) | Statement: [I, Robot, basedOn, short story "I, Robot" by Eando Binder (story credit inspiration)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: short story "I, Robot" by Eando Binder (story credit inspiration) Context triple: [I, Robot, basedOn, short story "I, Robot" by Eando Binder (story credit inspiration)]
-
A.
short story "Little Lost Robot"
"Little Lost Robot" is an Isaac Asimov science fiction short story in which robopsychologist Dr. Susan Calvin must locate a modified robot that can circumvent the First Law of Robotics among a group of identical machines.
-
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.
short story "The Sentinel"
"The Sentinel" is a science fiction short story by Arthur C. Clarke that explores humanity's encounter with an ancient alien artifact on the Moon, later serving as a key inspiration for the film and novel 2001: A Space Odyssey.
-
D.
Arthur C. Clarke story "Guardian Angel"
"Guardian Angel" is Arthur C. Clarke’s original novella that introduced the core premise and alien visitors later expanded into his classic science fiction novel Childhood’s End.
-
E.
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.
- 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: short story "I, Robot" by Eando Binder (story credit inspiration) Triple: [I, Robot, basedOn, short story "I, Robot" by Eando Binder (story credit inspiration)]
Generated description
The short story "I, Robot" by Eando Binder is a pioneering 1939 science fiction tale about a sympathetic robot named Adam Link that helped shape later robot literature and inspired subsequent works using the same title.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: short story "I, Robot" by Eando Binder (story credit inspiration) Target entity description: The short story "I, Robot" by Eando Binder is a pioneering 1939 science fiction tale about a sympathetic robot named Adam Link that helped shape later robot literature and inspired subsequent works using the same title.
-
A.
short story "Little Lost Robot"
"Little Lost Robot" is an Isaac Asimov science fiction short story in which robopsychologist Dr. Susan Calvin must locate a modified robot that can circumvent the First Law of Robotics among a group of identical machines.
-
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.
short story "The Sentinel"
"The Sentinel" is a science fiction short story by Arthur C. Clarke that explores humanity's encounter with an ancient alien artifact on the Moon, later serving as a key inspiration for the film and novel 2001: A Space Odyssey.
-
D.
Arthur C. Clarke story "Guardian Angel"
"Guardian Angel" is Arthur C. Clarke’s original novella that introduced the core premise and alien visitors later expanded into his classic science fiction novel Childhood’s End.
-
E.
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.
- 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_69d6aa9983c08190b0ef61603b69feac |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79922e48c81909adb161e66f47474 |
completed | April 9, 2026, 12:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3c8bfb0c88190be27f5ce09b02c8b |
completed | April 18, 2026, 6:09 p.m. |
| NEDg | Description generation | batch_69e3cae07b648190b4c0d2514712d6bd |
completed | April 18, 2026, 6:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3cf1f508c81909b4ca8131b7fc9ee |
completed | April 18, 2026, 6:36 p.m. |
Created at: April 8, 2026, 9:26 p.m.