Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005282

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002941

distance 0.205

#2 · Beedcell 4700007158

distance 0.223 · cross-district

#3 · Beedcell 4700007159

distance 0.24 · cross-district

#4 · Solapurcell 4960011726

distance 0.241 · cross-district

#5 · Punecell 4900006301

distance 0.251

#6 · Punecell 4900002950

distance 0.264

#7 · Akolacell 4670001542

distance 0.27 · cross-district

#8 · Laturcell 4810005527

distance 0.27 · cross-district

#9 · Dharashivcell 4880000759

distance 0.27 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000717

distance 0.273 · cross-district

#11 · Ahmednagarcell 4660001258

distance 0.274 · cross-district

#12 · Beedcell 4700005240

distance 0.279 · cross-district

#13 · Dharashivcell 4880001128

distance 0.282 · cross-district

#14 · Punecell 4900002953

distance 0.283

#15 · Solapurcell 4960009467

distance 0.284 · cross-district

#16 · Beedcell 4700007063

distance 0.287 · cross-district

#17 · Solapurcell 4960010882

distance 0.288 · cross-district

#18 · Dharashivcell 4880000929

distance 0.291 · 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":4900005282}}}'

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.