Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001921

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.074

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003255

distance 0.074

#2 · Sataracell 4940002353

distance 0.136

#3 · Sataracell 4940002466

distance 0.139

#4 · Sataracell 4940001923

distance 0.141

#5 · Sataracell 4940002702

distance 0.141

#6 · Sataracell 4940002465

distance 0.15

#7 · Sataracell 4940001542

distance 0.159

#8 · Sataracell 4940002133

distance 0.165

#9 · Sataracell 4940001330

distance 0.17

#10 · Sataracell 4940002238

distance 0.172

#11 · Sataracell 4940003723

distance 0.18

#12 · Sataracell 4940003377

distance 0.185

#13 · Sataracell 4940001919

distance 0.187

#14 · Sataracell 4940000677

distance 0.191

#15 · Sataracell 4940002919

distance 0.195

#16 · Sataracell 4940000389

distance 0.198

#17 · Sataracell 4940002580

distance 0.199

#18 · Sataracell 4940001533

distance 0.199

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":4940001921}}}'

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.