Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004848

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002477

distance 0.157

#2 · Punecell 4900004849

distance 0.158

#3 · Punecell 4900005790

distance 0.159

#4 · Punecell 4900007747

distance 0.162

#5 · Punecell 4900004978

distance 0.162

#6 · Punecell 4900005908

distance 0.17

#7 · Beedcell 4700004306

distance 0.17 · cross-district

#8 · Beedcell 4700005723

distance 0.179 · cross-district

#9 · Punecell 4900005255

distance 0.182

#10 · Beedcell 4700003133

distance 0.183 · cross-district

#11 · Punecell 4900005402

distance 0.186

#12 · Punecell 4900005399

distance 0.188

#13 · Beedcell 4700004130

distance 0.188 · cross-district

#14 · Punecell 4900005787

distance 0.192

#15 · Beedcell 4700000949

distance 0.192 · cross-district

#16 · Beedcell 4700005998

distance 0.193 · cross-district

#17 · Beedcell 4700005866

distance 0.195 · cross-district

#18 · Punecell 4900005539

distance 0.196

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":4900004848}}}'

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.