Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000894

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001013

distance 0.101

#2 · Sataracell 4940001012

distance 0.145

#3 · Sataracell 4940001011

distance 0.166

#4 · Sanglicell 4930000903

distance 0.17 · cross-district

#5 · Kolhapurcell 4800005304

distance 0.175 · cross-district

#6 · Sataracell 4940004595

distance 0.199

#7 · Kolhapurcell 4800004694

distance 0.207 · cross-district

#8 · Kolhapurcell 4800005477

distance 0.21 · cross-district

#9 · Sataracell 4940007062

distance 0.213

#10 · Kolhapurcell 4800004621

distance 0.214 · cross-district

#11 · Sataracell 4940005841

distance 0.216

#12 · Kolhapurcell 4800004608

distance 0.217 · cross-district

#13 · Sataracell 4940005081

distance 0.219

#14 · Sataracell 4940000463

distance 0.219

#15 · Kolhapurcell 4800004128

distance 0.219 · cross-district

#16 · Sanglicell 4930002500

distance 0.22 · cross-district

#17 · Kolhapurcell 4800004436

distance 0.221 · cross-district

#18 · Sanglicell 4930003536

distance 0.221 · 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":4940000894}}}'

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.