Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000743

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

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005459

distance 0.272

#2 · Amravaticell 4680006679

distance 0.283 · cross-district

#3 · Sataracell 4940000805

distance 0.297

#4 · Sataracell 4940000201

distance 0.297

#5 · Sataracell 4940000396

distance 0.304

#6 · Sataracell 4940000644

distance 0.304

#7 · Amravaticell 4680005193

distance 0.306 · cross-district

#8 · Amravaticell 4680009887

distance 0.31 · cross-district

#9 · Amravaticell 4680010081

distance 0.31 · cross-district

#10 · Sataracell 4940002369

distance 0.311

#11 · Sataracell 4940005228

distance 0.315

#12 · Sataracell 4940000411

distance 0.319

#13 · Amravaticell 4680006819

distance 0.32 · cross-district

#14 · Kolhapurcell 4800006399

distance 0.32 · cross-district

#15 · Sataracell 4940000703

distance 0.321

#16 · Sataracell 4940000818

distance 0.324

#17 · Amravaticell 4680005721

distance 0.325 · cross-district

#18 · Amravaticell 4680009153

distance 0.325 · 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":4940000743}}}'

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.