Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000173

The MH-36 locality cells most similar to this Satara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000073

distance 0.103

#2 · Sataracell 4940000051

distance 0.189

#3 · Sataracell 4940005467

distance 0.216

#4 · Nashikcell 4870007179

distance 0.217 · cross-district

#5 · Nashikcell 4870007180

distance 0.22 · cross-district

#6 · Sataracell 4940000419

distance 0.222

#7 · Amravaticell 4680009955

distance 0.223 · cross-district

#8 · Buldhanacell 4720003954

distance 0.225 · cross-district

#9 · Sataracell 4940000991

distance 0.227

#10 · Nashikcell 4870006889

distance 0.229 · cross-district

#11 · Ahmednagarcell 4660005397

distance 0.231 · cross-district

#12 · Nashikcell 4870006888

distance 0.232 · cross-district

#13 · Akolacell 4670000760

distance 0.232 · cross-district

#14 · Sataracell 4940000174

distance 0.233

#15 · Sataracell 4940000875

distance 0.233

#16 · Ahmednagarcell 4660005276

distance 0.235 · cross-district

#17 · Sataracell 4940000028

distance 0.235

#18 · Sataracell 4940000076

distance 0.237

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":494,"cluster_id":4940000173}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.