Triple
T4410215
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dyson shell |
E94834
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Kardashev Type II civilization |
E32388
|
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: Kardashev Type II civilization | Statement: [Dyson shell, associatedWith, Kardashev Type II civilization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kardashev Type II civilization Context triple: [Dyson shell, associatedWith, Kardashev Type II civilization]
-
A.
Kardashev scale
chosen
The Kardashev scale is a theoretical framework that classifies civilizations by the amount of energy they can harness and use, ranging from planetary to galactic levels.
-
B.
Dyson sphere concept
The Dyson sphere concept is a hypothetical megastructure that completely or partially surrounds a star to capture a significant portion of its energy output for an advanced civilization’s use.
-
C.
Species II
Species II is a 1998 science fiction horror film and sequel to Species, following a Mars mission that unleashes a deadly alien-human hybrid threat on Earth.
-
D.
Magrathean planet-building industry
The Magrathean planet-building industry is a legendary, highly advanced business enterprise in Douglas Adams' "The Hitchhiker's Guide to the Galaxy" series that custom-designs luxury planets for wealthy clients.
-
E.
Huber-Dyson
Huber-Dyson is the surname of Verena Huber-Dyson, a Swiss-American mathematician and logician known for her work in group theory and the foundations of mathematics.
- 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_69b34539638c8190abfea3eb29425210 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b354e4c58c8190b4190aad3095a1dd |
completed | March 13, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f60ea0808190a59418f7911d123d |
completed | March 14, 2026, 11:58 p.m. |
Created at: March 12, 2026, 11:29 p.m.