Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004700

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

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004841

distance 0.1

#2 · Punecell 4900005391

distance 0.128

#3 · Ahmednagarcell 4660003268

distance 0.166 · cross-district

#4 · Punecell 4900004981

distance 0.166

#5 · Beedcell 4700006341

distance 0.173 · cross-district

#6 · Beedcell 4700005128

distance 0.175 · cross-district

#7 · Beedcell 4700002259

distance 0.179 · cross-district

#8 · Beedcell 4700005280

distance 0.182 · cross-district

#9 · Beedcell 4700002260

distance 0.183 · cross-district

#10 · Beedcell 4700005123

distance 0.188 · cross-district

#11 · Solapurcell 4960003913

distance 0.188 · cross-district

#12 · Beedcell 4700006338

distance 0.189 · cross-district

#13 · Ahmednagarcell 4660003269

distance 0.19 · cross-district

#14 · Beedcell 4700003924

distance 0.193 · cross-district

#15 · Beedcell 4700002094

distance 0.193 · cross-district

#16 · Beedcell 4700005914

distance 0.194 · cross-district

#17 · Beedcell 4700002254

distance 0.195 · cross-district

#18 · Beedcell 4700006613

distance 0.197 · 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":4900004700}}}'

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.