Triple
T11338158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cindy Cheung |
E268524
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Robot Stories
Robot Stories is an independent science fiction film consisting of four interlinked stories that explore human relationships and emotions through encounters with robots and advanced technology.
|
E919867
|
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: Robot Stories | Statement: [Cindy Cheung, notableWork, Robot Stories]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robot Stories Context triple: [Cindy Cheung, notableWork, Robot Stories]
-
A.
Robot Dreams
Robot Dreams is a science fiction short story by Isaac Asimov that explores the ethical and emotional implications of advanced robotics and artificial intelligence.
-
B.
The Stories
The Stories is the English translation of the name of Surah Al-Qasas, a chapter of the Qur’an that recounts key narratives of earlier prophets, especially the story of Moses.
-
C.
The Robot Chronicles (essay)
"The Robot Chronicles" is an essay by Isaac Asimov that appears in his collection *Robot Visions*, reflecting on the development, themes, and impact of his robot stories and ideas.
-
D.
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.
-
E.
Telling Stories
"Telling Stories" is a folk-rock song by American singer-songwriter Tracy Chapman, known for its introspective lyrics and soulful vocal delivery.
- 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: Robot Stories Triple: [Cindy Cheung, notableWork, Robot Stories]
Generated description
Robot Stories is an independent science fiction film consisting of four interlinked stories that explore human relationships and emotions through encounters with robots and advanced technology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robot Stories Target entity description: Robot Stories is an independent science fiction film consisting of four interlinked stories that explore human relationships and emotions through encounters with robots and advanced technology.
-
A.
Robot Dreams
Robot Dreams is a science fiction short story by Isaac Asimov that explores the ethical and emotional implications of advanced robotics and artificial intelligence.
-
B.
The Stories
The Stories is the English translation of the name of Surah Al-Qasas, a chapter of the Qur’an that recounts key narratives of earlier prophets, especially the story of Moses.
-
C.
The Robot Chronicles (essay)
"The Robot Chronicles" is an essay by Isaac Asimov that appears in his collection *Robot Visions*, reflecting on the development, themes, and impact of his robot stories and ideas.
-
D.
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.
-
E.
Telling Stories
"Telling Stories" is a folk-rock song by American singer-songwriter Tracy Chapman, known for its introspective lyrics and soulful vocal delivery.
- 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_69d6aacb1f0881908c84a349fd1be047 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea008b5081908e6c6c6fc29ef936 |
completed | April 9, 2026, 6:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5432abfd081909d1bbf6460643fb9 |
completed | April 19, 2026, 9:03 p.m. |
| NEDg | Description generation | batch_69e5474879088190990468d960b26739 |
completed | April 19, 2026, 9:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e54eccdd3881908536ee3f9f4ef516 |
completed | April 19, 2026, 9:53 p.m. |
Created at: April 8, 2026, 9:33 p.m.