Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940006331

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005889

distance 0.069

#2 · Sataracell 4940004292

distance 0.113

#3 · Solapurcell 4960007403

distance 0.134 · cross-district

#4 · Solapurcell 4960006358

distance 0.137 · cross-district

#5 · Sataracell 4940005654

distance 0.149

#6 · Solapurcell 4960007000

distance 0.152 · cross-district

#7 · Sataracell 4940005275

distance 0.164

#8 · Sataracell 4940004775

distance 0.164

#9 · Sataracell 4940004049

distance 0.167

#10 · Sataracell 4940005771

distance 0.168

#11 · Sataracell 4940004645

distance 0.168

#12 · Sataracell 4940006223

distance 0.17

#13 · Sataracell 4940005289

distance 0.17

#14 · Sataracell 4940006329

distance 0.171

#15 · Sataracell 4940006330

distance 0.173

#16 · Solapurcell 4960007775

distance 0.177 · cross-district

#17 · Sataracell 4940004019

distance 0.179

#18 · Solapurcell 4960007892

distance 0.18 · 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":4940006331}}}'

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.