Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002621

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001961

distance 0.122

#2 · Sataracell 4940003525

distance 0.127

#3 · Sataracell 4940002528

distance 0.149

#4 · Sataracell 4940002845

distance 0.15

#5 · Sataracell 4940003071

distance 0.18

#6 · Sataracell 4940002958

distance 0.193

#7 · Sataracell 4940001963

distance 0.193

#8 · Sataracell 4940002415

distance 0.193

#9 · Sataracell 4940001962

distance 0.206

#10 · Sataracell 4940002733

distance 0.208

#11 · Sataracell 4940001960

distance 0.211

#12 · Sataracell 4940002960

distance 0.213

#13 · Sataracell 4940002964

distance 0.215

#14 · Sataracell 4940002850

distance 0.216

#15 · Sataracell 4940002957

distance 0.217

#16 · Sataracell 4940003529

distance 0.218

#17 · Sataracell 4940002063

distance 0.223

#18 · Sataracell 4940002507

distance 0.223

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":4940002621}}}'

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.