Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001440

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001885

distance 0.085

#2 · Sataracell 4940001888

distance 0.099

#3 · Sanglicell 4930006602

distance 0.108 · cross-district

#4 · Sataracell 4940002210

distance 0.112

#5 · Sanglicell 4930006747

distance 0.114 · cross-district

#6 · Sataracell 4940001598

distance 0.116

#7 · Sataracell 4940002310

distance 0.119

#8 · Sataracell 4940003550

distance 0.123

#9 · Sataracell 4940002005

distance 0.131

#10 · Sataracell 4940002653

distance 0.133

#11 · Sataracell 4940001990

distance 0.133

#12 · Sataracell 4940003323

distance 0.134

#13 · Sataracell 4940002215

distance 0.138

#14 · Sataracell 4940003331

distance 0.15

#15 · Sanglicell 4930006750

distance 0.152 · cross-district

#16 · Sataracell 4940002436

distance 0.155

#17 · Sataracell 4940002762

distance 0.156

#18 · Sataracell 4940004262

distance 0.16

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":4940001440}}}'

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.