Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000634

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

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002724

distance 0.222 · cross-district

#2 · Sataracell 4940000174

distance 0.246

#3 · Amravaticell 4680007105

distance 0.248 · cross-district

#4 · Sataracell 4940001175

distance 0.251

#5 · Nashikcell 4870007755

distance 0.261 · cross-district

#6 · Buldhanacell 4720004537

distance 0.267 · cross-district

#7 · Kolhapurcell 4800002488

distance 0.271 · cross-district

#8 · Sanglicell 4930004183

distance 0.271 · cross-district

#9 · Amravaticell 4680006213

distance 0.272 · cross-district

#10 · Kolhapurcell 4800002584

distance 0.273 · cross-district

#11 · Kolhapurcell 4800002254

distance 0.275 · cross-district

#12 · Amravaticell 4680007329

distance 0.276 · cross-district

#13 · Beedcell 4700006761

distance 0.279 · cross-district

#14 · Sataracell 4940000028

distance 0.279

#15 · Amravaticell 4680006498

distance 0.28 · cross-district

#16 · Sataracell 4940000161

distance 0.282

#17 · Sataracell 4940001216

distance 0.284

#18 · Beedcell 4700006212

distance 0.284 · 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":4940000634}}}'

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.