Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007761

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

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003906

distance 0.236

#2 · Punecell 4900005383

distance 0.243

#3 · Chhatrapati Sambhajinagarcell 4690000149

distance 0.248 · cross-district

#4 · Punecell 4900001755

distance 0.25

#5 · Beedcell 4700006005

distance 0.251 · cross-district

#6 · Jalgaoncell 4780007540

distance 0.258 · cross-district

#7 · Beedcell 4700007347

distance 0.259 · cross-district

#8 · Sataracell 4940008749

distance 0.262 · cross-district

#9 · Beedcell 4700006136

distance 0.262 · cross-district

#10 · Beedcell 4700001729

distance 0.264 · cross-district

#11 · Punecell 4900005678

distance 0.266

#12 · Chhatrapati Sambhajinagarcell 4690001157

distance 0.268 · cross-district

#13 · Punecell 4900006540

distance 0.27

#14 · Beedcell 4700000926

distance 0.27 · cross-district

#15 · Solapurcell 4960002981

distance 0.272 · cross-district

#16 · Punecell 4900006539

distance 0.273

#17 · Punecell 4900003083

distance 0.274

#18 · Beedcell 4700004783

distance 0.275 · 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":4900007761}}}'

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.