Triple
T36488052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stan |
E898984
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | probabilistic programming language |
C1703
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: probabilistic programming language Context triple: [Stan, instanceOf, probabilistic programming language]
-
A.
Hamiltonian Monte Carlo variant
A Hamiltonian Monte Carlo variant is a Markov chain Monte Carlo method that modifies standard HMC’s dynamics, integrators, or adaptation schemes to improve sampling efficiency, robustness, or applicability to complex target distributions.
-
B.
probabilist
A probabilist is a mathematician or scientist who studies probability theory, focusing on the analysis and modeling of random phenomena and uncertainty.
-
C.
neural network modeling language
A neural network modeling language is a specialized formalism or syntax used to define, configure, and connect neural network components and architectures in a clear, structured, and often platform-agnostic way.
-
D.
statistical model
A statistical model is a mathematical representation of observed data and underlying random processes, used to describe relationships, make inferences, and generate predictions.
-
E.
programming language
chosen
A programming language is a formal system of syntax and semantics that allows humans to write instructions a computer can execute to perform specific tasks or solve problems.
- F. None of above.
Provenance (1 batch)
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_69f76e5ad4588190bdbce60c52fbb785 |
completed | May 3, 2026, 3:48 p.m. |
Created at: May 3, 2026, 4:10 p.m.