Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005925

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690003198

distance 0.299 · cross-district

#2 · Punecell 4900001576

distance 0.325

#3 · Amravaticell 4680002274

distance 0.345 · cross-district

#4 · Buldhanacell 4720006296

distance 0.348 · cross-district

#5 · Solapurcell 4960009519

distance 0.351 · cross-district

#6 · Kolhapurcell 4800005140

distance 0.36 · cross-district

#7 · Kolhapurcell 4800004252

distance 0.364 · cross-district

#8 · Ahmednagarcell 4660011417

distance 0.365 · cross-district

#9 · Punecell 4900005797

distance 0.366

#10 · Chhatrapati Sambhajinagarcell 4690003298

distance 0.37 · cross-district

#11 · Buldhanacell 4720001644

distance 0.372 · cross-district

#12 · Ahmednagarcell 4660005351

distance 0.372 · cross-district

#13 · Chandrapurcell 4730003096

distance 0.372 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003197

distance 0.373 · cross-district

#15 · Sataracell 4940004227

distance 0.378 · cross-district

#16 · Kolhapurcell 4800004530

distance 0.382 · cross-district

#17 · Parbhanicell 4890002757

distance 0.39 · cross-district

#18 · Solapurcell 4960004905

distance 0.39 · 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":490,"cluster_id":4900005925}}}'

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.