Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004021

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940004640

distance 0.079

#2 · Sataracell 4940002647

distance 0.112

#3 · Sataracell 4940003681

distance 0.139

#4 · Sataracell 4940003783

distance 0.141

#5 · Sataracell 4940002313

distance 0.15

#6 · Sataracell 4940004375

distance 0.155

#7 · Sataracell 4940003904

distance 0.155

#8 · Sataracell 4940002768

distance 0.155

#9 · Sataracell 4940005622

distance 0.156

#10 · Sataracell 4940005485

distance 0.157

#11 · Sataracell 4940005844

distance 0.157

#12 · Sataracell 4940005500

distance 0.159

#13 · Sataracell 4940004495

distance 0.16

#14 · Sataracell 4940004142

distance 0.163

#15 · Sataracell 4940003896

distance 0.163

#16 · Sataracell 4940004147

distance 0.164

#17 · Sataracell 4940002654

distance 0.164

#18 · Sataracell 4940004145

distance 0.166

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":4940004021}}}'

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.