Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006421

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

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700009046

distance 0.227 · cross-district

#2 · Beedcell 4700003501

distance 0.229 · cross-district

#3 · Solapurcell 4960005163

distance 0.231 · cross-district

#4 · Beedcell 4700005787

distance 0.235 · cross-district

#5 · Solapurcell 4960000853

distance 0.243 · cross-district

#6 · Beedcell 4700003500

distance 0.247 · cross-district

#7 · Jalgaoncell 4780001917

distance 0.247 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690004883

distance 0.248 · cross-district

#9 · Punecell 4900007869

distance 0.254

#10 · Dharashivcell 4880000663

distance 0.26 · cross-district

#11 · Beedcell 4700006008

distance 0.268 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000794

distance 0.271 · cross-district

#13 · Buldhanacell 4720007590

distance 0.276 · cross-district

#14 · Solapurcell 4960004109

distance 0.277 · cross-district

#15 · Solapurcell 4960004713

distance 0.278 · cross-district

#16 · Solapurcell 4960005014

distance 0.278 · cross-district

#17 · Solapurcell 4960003289

distance 0.278 · cross-district

#18 · Akolacell 4670001398

distance 0.282 · 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":4900006421}}}'

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.