Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002175

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002339

distance 0.095

#2 · Punecell 4900002184

distance 0.125

#3 · Nashikcell 4870002299

distance 0.16 · cross-district

#4 · Punecell 4900001588

distance 0.162

#5 · Nashikcell 4870002302

distance 0.168 · cross-district

#6 · Punecell 4900001590

distance 0.171

#7 · Nashikcell 4870001782

distance 0.171 · cross-district

#8 · Nashikcell 4870001867

distance 0.177 · cross-district

#9 · Solapurcell 4960004966

distance 0.177 · cross-district

#10 · Solapurcell 4960008136

distance 0.178 · cross-district

#11 · Punecell 4900002939

distance 0.179

#12 · Punecell 4900004569

distance 0.181

#13 · Punecell 4900001734

distance 0.182

#14 · Solapurcell 4960011461

distance 0.183 · cross-district

#15 · Punecell 4900002018

distance 0.184

#16 · Sanglicell 4930005256

distance 0.187 · cross-district

#17 · Sanglicell 4930006960

distance 0.189 · cross-district

#18 · Punecell 4900001736

distance 0.19

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":4900002175}}}'

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.