Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002170

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870001389

distance 0.234 · cross-district

#2 · Beedcell 4700001062

distance 0.255 · cross-district

#3 · Jalgaoncell 4780009576

distance 0.258 · cross-district

#4 · Solapurcell 4960001058

distance 0.266 · cross-district

#5 · Solapurcell 4960003138

distance 0.267 · cross-district

#6 · Jalgaoncell 4780003102

distance 0.268 · cross-district

#7 · Buldhanacell 4720006587

distance 0.271 · cross-district

#8 · Jalgaoncell 4780003539

distance 0.275 · cross-district

#9 · Beedcell 4700000401

distance 0.275 · cross-district

#10 · Buldhanacell 4720006835

distance 0.281 · cross-district

#11 · Laturcell 4810000329

distance 0.284 · cross-district

#12 · Jalgaoncell 4780006801

distance 0.285 · cross-district

#13 · Nashikcell 4870003013

distance 0.285 · cross-district

#14 · Jalgaoncell 4780004672

distance 0.286 · cross-district

#15 · Jalgaoncell 4780009107

distance 0.289 · cross-district

#16 · Solapurcell 4960007082

distance 0.292 · cross-district

#17 · Akolacell 4670002889

distance 0.292 · cross-district

#18 · Punecell 4900003358

distance 0.293

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":4900002170}}}'

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.