Triple
T1818066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robots and Empire |
E40479
|
entity |
| Predicate | connectsWork |
P922
|
FINISHED |
| Object | Robot series |
E39703
|
NE FINISHED |
How this triple was built (3 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 series | Statement: [Robots and Empire, connectsWork, Robot series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robot series Context triple: [Robots and Empire, connectsWork, Robot series]
-
A.
Robot series
chosen
The Robot series is a collection of science fiction stories and novels by Isaac Asimov that explore intelligent robots, the Three Laws of Robotics, and their complex interactions with humans.
-
B.
Joe Robot
"Joe Robot" is a song by the band The Network, known for its synth-driven, new wave punk style and satirical, futuristic themes.
-
C.
Cyborg
Cyborg is a prominent DC Comics superhero, best known as a technologically enhanced human and key member of teams like the Teen Titans and the Justice League.
-
D.
LC series
The LC series is a line of low-cost, education-focused Macintosh desktop computers produced by Apple in the early 1990s.
-
E.
ASIMO humanoid robot
ASIMO is a pioneering humanoid robot developed by Honda, designed to walk, run, and interact with humans as a research platform for advanced robotics and mobility technologies.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: connectsWork Context triple: [Robots and Empire, connectsWork, Robot series]
-
A.
worksWith
Indicates that two entities collaborate or perform tasks together in a shared work-related context.
-
B.
associatedWork
chosen
Indicates that there exists a related or connected work (such as a publication, creative piece, or project) that is meaningfully linked to the subject.
-
C.
worksTo
Indicates that one entity performs work or exerts effort in order to achieve, support, or contribute to another entity or outcome.
-
D.
sharesWorkWith
Indicates that one entity collaborates or participates jointly in work or tasks with another entity.
-
E.
connectsCommunity
Indicates a relationship where an entity links or brings together members or groups within a community, fostering interaction or cohesion among them.
- F. None of above.
Provenance (4 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_69aba67721788190951beae25e885457 |
completed | March 7, 2026, 4:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf42de6081908182cd3bda9c69e9 |
completed | March 8, 2026, 8:42 p.m. |
| PD | Predicate disambiguation | batch_69aa61d884548190a19cf3a6b5ae9d48 |
completed | March 6, 2026, 5:10 a.m. |
Created at: March 4, 2026, 7:32 p.m.