Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002813

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011987

distance 0.148 · cross-district

#2 · Punecell 4900001355

distance 0.15

#3 · Solapurcell 4960011835

distance 0.152 · cross-district

#4 · Punecell 4900002355

distance 0.152

#5 · Punecell 4900001761

distance 0.162

#6 · Punecell 4900001477

distance 0.166

#7 · Solapurcell 4960011391

distance 0.179 · cross-district

#8 · Punecell 4900002360

distance 0.179

#9 · Beedcell 4700002125

distance 0.18 · cross-district

#10 · Solapurcell 4960011999

distance 0.187 · cross-district

#11 · Punecell 4900004736

distance 0.189

#12 · Punecell 4900002203

distance 0.194

#13 · Solapurcell 4960011989

distance 0.194 · cross-district

#14 · Solapurcell 4960011392

distance 0.196 · cross-district

#15 · Punecell 4900001747

distance 0.197

#16 · Chhatrapati Sambhajinagarcell 4690003472

distance 0.198 · cross-district

#17 · Punecell 4900001349

distance 0.199

#18 · Punecell 4900000145

distance 0.202

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":4900002813}}}'

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.