Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000646

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000876

distance 0.196

#2 · Sataracell 4940001228

distance 0.197

#3 · Sataracell 4940000645

distance 0.199

#4 · Sataracell 4940000703

distance 0.206

#5 · Sataracell 4940001161

distance 0.21

#6 · Beedcell 4700003720

distance 0.217 · cross-district

#7 · Sataracell 4940005330

distance 0.236

#8 · Sataracell 4940000759

distance 0.238

#9 · Sataracell 4940000574

distance 0.239

#10 · Buldhanacell 4720004540

distance 0.239 · cross-district

#11 · Sataracell 4940000361

distance 0.241

#12 · Sataracell 4940005352

distance 0.25

#13 · Ahmednagarcell 4660005266

distance 0.254 · cross-district

#14 · Sataracell 4940000751

distance 0.254

#15 · Sataracell 4940005583

distance 0.255

#16 · Beedcell 4700003719

distance 0.256 · cross-district

#17 · Sataracell 4940000453

distance 0.259

#18 · Sanglicell 4930004341

distance 0.259 · cross-district

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":4940000646}}}'

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.