Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000242

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

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000993

distance 0.208

#2 · Sataracell 4940000158

distance 0.21

#3 · Kolhapurcell 4800001145

distance 0.214 · cross-district

#4 · Sataracell 4940000926

distance 0.22

#5 · Chhatrapati Sambhajinagarcell 4690005974

distance 0.224 · cross-district

#6 · Kolhapurcell 4800001144

distance 0.225 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690005609

distance 0.226 · cross-district

#8 · Kolhapurcell 4800000971

distance 0.231 · cross-district

#9 · Sataracell 4940001119

distance 0.231

#10 · Amravaticell 4680006371

distance 0.232 · cross-district

#11 · Sataracell 4940000314

distance 0.233

#12 · Chhatrapati Sambhajinagarcell 4690007104

distance 0.236 · cross-district

#13 · Kolhapurcell 4800000968

distance 0.236 · cross-district

#14 · Beedcell 4700005505

distance 0.237 · cross-district

#15 · Kolhapurcell 4800003089

distance 0.238 · cross-district

#16 · Beedcell 4700006083

distance 0.239 · cross-district

#17 · Solapurcell 4960010112

distance 0.24 · cross-district

#18 · Buldhanacell 4720003908

distance 0.242 · 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":4940000242}}}'

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.