Triple
T18300788
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Farama Foundation |
E438351
|
entity |
| Predicate | maintains |
P1580
|
FINISHED |
| Object | JaxMARL |
—
|
NE NERFINISHED |
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: JaxMARL | Statement: [Farama Foundation, maintains, JaxMARL]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: JaxMARL Context triple: [Farama Foundation, maintains, JaxMARL]
-
A.
JaxMARL
chosen
JaxMARL is an open-source multi-agent reinforcement learning library built on JAX, designed to provide scalable, high-performance environments and tools for MARL research.
-
B.
MPE (Multi-Agent Particle Environments)
MPE (Multi-Agent Particle Environments) is a classic collection of lightweight 2D multi-agent reinforcement learning benchmark environments featuring simple particle-based agents and tasks like cooperation, competition, and communication.
-
C.
MADDPG
MADDPG (Multi-Agent Deep Deterministic Policy Gradient) is a reinforcement learning algorithm that extends DDPG to multi-agent settings by using centralized training with decentralized execution for cooperative and competitive tasks.
-
D.
Farama Foundation
The Farama Foundation is an organization that develops and maintains open-source reinforcement learning tools and libraries for the research and engineering community.
-
E.
Agentive Collective Agent
An Agentive Collective Agent is a group or organization capable of intentional actions, such as institutions, associations, or corporate bodies, treated as a single acting entity in bibliographic and information models.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8b915e3e881909125d760c15d0c29 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e5017f63dc819083a675d570620f2f |
completed | April 19, 2026, 4:23 p.m. |
Created at: April 10, 2026, 10:35 a.m.