Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001596

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

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001993

distance 0.117

#2 · Sataracell 4940002535

distance 0.136

#3 · Sataracell 4940002009

distance 0.139

#4 · Sanglicell 4930006683

distance 0.157 · cross-district

#5 · Sataracell 4940002548

distance 0.164

#6 · Sanglicell 4930006748

distance 0.167 · cross-district

#7 · Sataracell 4940001522

distance 0.181

#8 · Sataracell 4940005991

distance 0.189

#9 · Sataracell 4940002996

distance 0.194

#10 · Sataracell 4940005375

distance 0.195

#11 · Sanglicell 4930006610

distance 0.197 · cross-district

#12 · Sataracell 4940006184

distance 0.205

#13 · Sataracell 4940006099

distance 0.206

#14 · Sataracell 4940002008

distance 0.206

#15 · Sataracell 4940002088

distance 0.208

#16 · Sataracell 4940003104

distance 0.209

#17 · Sataracell 4940002416

distance 0.21

#18 · Sataracell 4940003329

distance 0.212

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":4940001596}}}'

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.