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Ralph

ןapplicationbaseline-augmentedbaseline-curateddistributed-trainingidentity-reviewed
UnknownReviewed
Snapshot

This netuid was previously tracked under the "Chunking" identity (VectorChat's text-chunking/RAG subnet, github.com/salahawk/chunking_subnet). On-chain SubnetIdentitiesV3 native_name, source_repo, and description now all point to "Ralph" (RalphLabsAI's decentralized, autonomous AI training-recipe research subnet) -- the same pivot pattern as SN3 Templar/Crusades, but more conclusively corroborated: the old chunking_subnet repo has been dead for 2+ years (last push 2024-05-26), subnet.chunking.com has an expired TLS certificate, and RalphLabsAI/ralph's own README explicitly self-identifies as "Live on Bittensor mainnet, netuid 40" and was pushed 13 days before this review. This is a full identity/ownership pivot, not cosmetic drift, so the old Chunking-era surfaces are retired rather than kept alongside the new ones. File renamed from chunking.json to ralph.json to match slugify(name). Ralph funds an open, continuously-improving training recipe (a canonical recipe repo miners patch, a public knowledge corpus of every evaluated change, and open-weights demonstration models) verified via attested execution (TDX + nvtrust hardware attestation). No public API, OpenAPI schema, or hosted dashboard found.

Netuid
040
Native chain id
updated 8h ago
Registrations
0 registrants
30d window
Deregistrations
0 hotkeys
30d window
Activity
on-chain events
updated 8h ago · 7d window
Participants
256
Active UIDs
updated 8h ago · weekly window
Endpoints
13
tracked
updated 8h ago
Surfaces
13
5 kinds supported
updated 8h ago
Uptime
current window
updated 8h ago · 90d window
Latency p50
median probe latency
updated 8h ago · 90d window
Completeness
63%
maintainer-reviewed
registry profile
updated 8h ago
Evidence
4
primary sources
updated 8h ago
Top validators · by stake

Metagraph

Live neuron snapshot — stake, emission, rank, trust, consensus, and validator permits.

Neurons
256cap 256
Validators
7with permit
Top-UID stake
63%of total
Stake distribution · top 7 UIDspeak 701.1k τ
256 of 256 neurons
256 neurons · subnet 40Download CSV

Concentration

Stake, emission, and reward distribution: Gini, HHI, Nakamoto coefficient, and top-percentile shares with daily drift.

Stake Gini
0.693emission 0.633
Nakamoto
1entities to 51%
Stake HHI
0.457norm 0.366
Stake held by top %
Emission to top %
Stake holders
7
Emission holders
7
Entities
84
UIDs / entity
3.05
Concentration drift

Yield

Per-UID emission yield (emission ÷ stake return rate): distribution summary, validator/miner split, and the ranked neuron leaderboard with daily drift.

Subnet yield
0.026457%emission ÷ stake
Median yield
0.013249%mean 0.011305%
Validators / miners
7 / 249256 UIDs
Validator / miner split
p25
0.012887%
Median
0.013249%
p75
0.013251%
p90
0.013251%
Validator
4.2k τ stake0.5630 τ emission0.013251%above median
Validator
230.7k τ stake30.56 τ emission0.013251%above median
Validator
1.3k τ stake0.1744 τ emission0.013249%above median
Validator
151.8k τ stake20.12 τ emission0.013249%at median
Validator
701.1k τ stake92.87 τ emission0.013247%below median
Validator
25.7k τ stake3.31 τ emission0.012887%below median
941.99 τ stake0 τ emission0%below median
0 τ stake0 τ emissionat median
0 τ stake0 τ emissionat median
0 τ stake0 τ emissionat median
0 τ stake0 τ emissionat median
0 τ stake0 τ emissionat median
0 τ stake0 τ emissionat median
0 τ stake0 τ emissionat median
0 τ stake0 τ emissionat median
top 15 of 256 by yield · subnet 40
Yield drift

Turnover

Validator-set and registration churn: entered/exited validators, deregistered UIDs, retention, and a stability score across the window.

Stability score
100/ 100
Validator retention
100.0%7 → 7
Neuron retention
100.0%256 → 256
Validators entered
0
Validators exited
0
UIDs deregistered
0

Compared 2026-07-102026-07-27 (30d)

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