Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000037

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000133

distance 0.241

#2 · Sataracell 4940000572

distance 0.255

#3 · Sataracell 4940000068

distance 0.259

#4 · Sataracell 4940000089

distance 0.259

#5 · Amravaticell 4680009824

distance 0.273 · cross-district

#6 · Sanglicell 4930004186

distance 0.281 · cross-district

#7 · Kolhapurcell 4800005195

distance 0.283 · cross-district

#8 · Sanglicell 4930004343

distance 0.283 · cross-district

#9 · Dharashivcell 4880001171

distance 0.286 · cross-district

#10 · Amravaticell 4680009740

distance 0.286 · cross-district

#11 · Sataracell 4940000074

distance 0.289

#12 · Ahmednagarcell 4660005264

distance 0.29 · cross-district

#13 · Nashikcell 4870013099

distance 0.294 · cross-district

#14 · Sanglicell 4930005292

distance 0.298 · cross-district

#15 · Sanglicell 4930004187

distance 0.298 · cross-district

#16 · Amravaticell 4680009453

distance 0.299 · cross-district

#17 · Dharashivcell 4880000670

distance 0.3 · cross-district

#18 · Sataracell 4940000059

distance 0.301

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":4940000037}}}'

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.