Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000082

The MH-36 locality cells most similar to this Pune 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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960007689

distance 0.175 · cross-district

#2 · Punecell 4900000142

distance 0.208

#3 · Punecell 4900000941

distance 0.226

#4 · Nashikcell 4870006138

distance 0.237 · cross-district

#5 · Sataracell 4940000653

distance 0.244 · cross-district

#6 · Punecell 4900000322

distance 0.272

#7 · Solapurcell 4960008780

distance 0.273 · cross-district

#8 · Solapurcell 4960006505

distance 0.274 · cross-district

#9 · Solapurcell 4960008769

distance 0.276 · cross-district

#10 · Nashikcell 4870007320

distance 0.281 · cross-district

#11 · Nashikcell 4870005405

distance 0.283 · cross-district

#12 · Solapurcell 4960007165

distance 0.287 · cross-district

#13 · Solapurcell 4960005429

distance 0.287 · cross-district

#14 · Jalgaoncell 4780009182

distance 0.289 · cross-district

#15 · Solapurcell 4960007918

distance 0.293 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003557

distance 0.293 · cross-district

#17 · Nashikcell 4870005861

distance 0.297 · cross-district

#18 · Punecell 4900000593

distance 0.299

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":490,"cluster_id":4900000082}}}'

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.