Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002204

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002197

distance 0.151

#2 · Beedcell 4700001658

distance 0.169 · cross-district

#3 · Punecell 4900002201

distance 0.176

#4 · Ahmednagarcell 4660000684

distance 0.182 · cross-district

#5 · Punecell 4900001886

distance 0.186

#6 · Punecell 4900002039

distance 0.206

#7 · Solapurcell 4960007297

distance 0.21 · cross-district

#8 · Beedcell 4700001223

distance 0.21 · cross-district

#9 · Punecell 4900002196

distance 0.211

#10 · Punecell 4900002206

distance 0.212

#11 · Ahmednagarcell 4660002073

distance 0.212 · cross-district

#12 · Punecell 4900001619

distance 0.217

#13 · Punecell 4900004464

distance 0.218

#14 · Ahmednagarcell 4660002185

distance 0.219 · cross-district

#15 · Ahmednagarcell 4660000436

distance 0.219 · cross-district

#16 · Punecell 4900000419

distance 0.221

#17 · Punecell 4900001759

distance 0.223

#18 · Solapurcell 4960006644

distance 0.225 · 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":4900002204}}}'

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.