Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001093

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001209

distance 0.173

#2 · Sataracell 4940001210

distance 0.187

#3 · Sataracell 4940000620

distance 0.197

#4 · Sataracell 4940001211

distance 0.198

#5 · Sataracell 4940001094

distance 0.206

#6 · Sataracell 4940000679

distance 0.213

#7 · Sataracell 4940000785

distance 0.213

#8 · Nashikcell 4870003612

distance 0.218 · cross-district

#9 · Nashikcell 4870001711

distance 0.223 · cross-district

#10 · Sataracell 4940000678

distance 0.223

#11 · Sataracell 4940000742

distance 0.225

#12 · Sataracell 4940000908

distance 0.227

#13 · Beedcell 4700004710

distance 0.229 · cross-district

#14 · Beedcell 4700003575

distance 0.236 · cross-district

#15 · Sataracell 4940001830

distance 0.241

#16 · Nashikcell 4870003209

distance 0.241 · cross-district

#17 · Nandurbarcell 4860003529

distance 0.242 · cross-district

#18 · Beedcell 4700003745

distance 0.245 · 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":4940001093}}}'

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.