Triple
T22191784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lotka–Volterra models |
E548443
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | replicator equation |
—
|
NE NERFINISHED |
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: replicator equation | Statement: [Lotka–Volterra models, relatedTo, replicator equation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: replicator equation Context triple: [Lotka–Volterra models, relatedTo, replicator equation]
-
A.
Lotka–Volterra equations
The Lotka–Volterra equations are a pair of nonlinear differential equations that model the dynamics of biological systems in which two species interact as predator and prey.
-
B.
Lotka–Volterra models
Lotka–Volterra models are a set of differential equations in mathematical biology that describe the dynamics of interacting species, such as predator–prey and competitive relationships, and are foundational for theoretical ecology.
-
C.
Replicators (Asurans)
Replicators (Asurans) are a highly advanced, self-replicating artificial lifeform in the Stargate universe, created by the Ancients and later becoming a major antagonistic force due to their relentless pursuit of their own evolving agenda.
-
D.
Chapman–Kolmogorov equation
The Chapman–Kolmogorov equation is a fundamental relation in the theory of stochastic processes that expresses how transition probabilities of a Markov process over longer time intervals can be obtained by integrating over intermediate states.
-
E.
Boettiger
Boettiger is a surname most notably associated with John Boettiger, the grandson of U.S. President Franklin D. Roosevelt.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: replicator equation Target entity description: The replicator equation is a fundamental dynamical equation in evolutionary game theory that models how the frequencies of competing strategies in a population change over time according to their relative fitness.
-
A.
Lotka–Volterra equations
The Lotka–Volterra equations are a pair of nonlinear differential equations that model the dynamics of biological systems in which two species interact as predator and prey.
-
B.
Lotka–Volterra models
Lotka–Volterra models are a set of differential equations in mathematical biology that describe the dynamics of interacting species, such as predator–prey and competitive relationships, and are foundational for theoretical ecology.
-
C.
Replicators (Asurans)
Replicators (Asurans) are a highly advanced, self-replicating artificial lifeform in the Stargate universe, created by the Ancients and later becoming a major antagonistic force due to their relentless pursuit of their own evolving agenda.
-
D.
Chapman–Kolmogorov equation
The Chapman–Kolmogorov equation is a fundamental relation in the theory of stochastic processes that expresses how transition probabilities of a Markov process over longer time intervals can be obtained by integrating over intermediate states.
-
E.
Boettiger
Boettiger is a surname most notably associated with John Boettiger, the grandson of U.S. President Franklin D. Roosevelt.
- F. None of above. chosen
Provenance (2 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_69e11e3e0c7c8190b30d278845e2497e |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12ae49ec881908fa42446b19e3f2d |
completed | April 28, 2026, 9:47 p.m. |
Created at: April 16, 2026, 8:35 p.m.