Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004331

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003497

distance 0.246 · cross-district

#2 · Nashikcell 4870003214

distance 0.253 · cross-district

#3 · Ahmednagarcell 4660003250

distance 0.257 · cross-district

#4 · Solapurcell 4960010753

distance 0.261 · cross-district

#5 · Sataracell 4940005207

distance 0.262

#6 · Chhatrapati Sambhajinagarcell 4690005211

distance 0.263 · cross-district

#7 · Akolacell 4670000462

distance 0.265 · cross-district

#8 · Punecell 4900003365

distance 0.265 · cross-district

#9 · Sataracell 4940003713

distance 0.267

#10 · Punecell 4900003629

distance 0.268 · cross-district

#11 · Solapurcell 4960011637

distance 0.27 · cross-district

#12 · Ahmednagarcell 4660002433

distance 0.271 · cross-district

#13 · Solapurcell 4960004478

distance 0.271 · cross-district

#14 · Hingolicell 4770001676

distance 0.275 · cross-district

#15 · Solapurcell 4960011056

distance 0.276 · cross-district

#16 · Akolacell 4670000589

distance 0.284 · cross-district

#17 · Ahmednagarcell 4660002620

distance 0.285 · cross-district

#18 · Akolacell 4670003201

distance 0.285 · 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":4940004331}}}'

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.