Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002806

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002917

distance 0.111

#2 · Sataracell 4940002918

distance 0.117

#3 · Sanglicell 4930007091

distance 0.135 · cross-district

#4 · Sanglicell 4930006628

distance 0.137 · cross-district

#5 · Sataracell 4940003027

distance 0.151

#6 · Sataracell 4940001613

distance 0.151

#7 · Sanglicell 4930006641

distance 0.152 · cross-district

#8 · Sanglicell 4930007118

distance 0.153 · cross-district

#9 · Sanglicell 4930007009

distance 0.165 · cross-district

#10 · Sanglicell 4930005195

distance 0.166 · cross-district

#11 · Sataracell 4940002805

distance 0.167

#12 · Sanglicell 4930005972

distance 0.177 · cross-district

#13 · Sataracell 4940004308

distance 0.184

#14 · Sataracell 4940003585

distance 0.191

#15 · Solapurcell 4960007275

distance 0.191 · cross-district

#16 · Sataracell 4940004427

distance 0.191

#17 · Sanglicell 4930005435

distance 0.194 · cross-district

#18 · Sanglicell 4930006049

distance 0.195 · 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":4940002806}}}'

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.