Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000880

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005617

distance 0.273 · cross-district

#2 · Sataracell 4940001106

distance 0.284

#3 · Nashikcell 4870004972

distance 0.295 · cross-district

#4 · Nashikcell 4870004831

distance 0.296 · cross-district

#5 · Kolhapurcell 4800003596

distance 0.297 · cross-district

#6 · Nashikcell 4870007602

distance 0.31 · cross-district

#7 · Sataracell 4940001112

distance 0.315

#8 · Nashikcell 4870002860

distance 0.316 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001967

distance 0.318 · cross-district

#10 · Nashikcell 4870003702

distance 0.322 · cross-district

#11 · Jalgaoncell 4780004052

distance 0.325 · cross-district

#12 · Akolacell 4670004639

distance 0.327 · cross-district

#13 · Ahmednagarcell 4660012033

distance 0.33 · cross-district

#14 · Kolhapurcell 4800005130

distance 0.332 · cross-district

#15 · Ahmednagarcell 4660011839

distance 0.337 · cross-district

#16 · Kolhapurcell 4800003057

distance 0.34 · cross-district

#17 · Buldhanacell 4720003998

distance 0.34 · cross-district

#18 · Sataracell 4940008575

distance 0.34

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":4940000880}}}'

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.