Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000134

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660014249

distance 0.278 · cross-district

#2 · Dharashivcell 4880000669

distance 0.289 · cross-district

#3 · Ahmednagarcell 4660014488

distance 0.298 · cross-district

#4 · Nashikcell 4870006160

distance 0.298 · cross-district

#5 · Sataracell 4940003948

distance 0.307

#6 · Ahmednagarcell 4660014028

distance 0.31 · cross-district

#7 · Solapurcell 4960005311

distance 0.323 · cross-district

#8 · Nashikcell 4870002757

distance 0.325 · cross-district

#9 · Beedcell 4700003451

distance 0.327 · cross-district

#10 · Sanglicell 4930004826

distance 0.335 · cross-district

#11 · Nashikcell 4870010199

distance 0.337 · cross-district

#12 · Sanglicell 4930006153

distance 0.341 · cross-district

#13 · Amravaticell 4680003282

distance 0.345 · cross-district

#14 · Beedcell 4700005419

distance 0.359 · cross-district

#15 · Buldhanacell 4720003489

distance 0.36 · cross-district

#16 · Jalgaoncell 4780007890

distance 0.362 · cross-district

#17 · Dharashivcell 4880002706

distance 0.363 · cross-district

#18 · Nashikcell 4870007325

distance 0.367 · 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":4940000134}}}'

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.