Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000973

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000903

distance 0.13

#2 · Sataracell 4940000732

distance 0.161

#3 · Sataracell 4940001395

distance 0.176

#4 · Sataracell 4940001141

distance 0.182

#5 · Sataracell 4940000855

distance 0.199

#6 · Sataracell 4940001200

distance 0.203

#7 · Sataracell 4940001268

distance 0.206

#8 · Sataracell 4940000675

distance 0.213

#9 · Sataracell 4940003492

distance 0.234

#10 · Ratnagiricell 4920002933

distance 0.236 · cross-district

#11 · Ratnagiricell 4920004908

distance 0.241 · cross-district

#12 · Sataracell 4940001257

distance 0.254

#13 · Sataracell 4940000845

distance 0.257

#14 · Sataracell 4940000965

distance 0.257

#15 · Sataracell 4940001542

distance 0.259

#16 · Ratnagiricell 4920004628

distance 0.261 · cross-district

#17 · Sataracell 4940003377

distance 0.264

#18 · Ratnagiricell 4920004734

distance 0.267 · 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":4940000973}}}'

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.