Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004875

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

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004734

distance 0.144

#2 · Nashikcell 4870006904

distance 0.147 · cross-district

#3 · Punecell 4900005528

distance 0.156

#4 · Punecell 4900005784

distance 0.156

#5 · Nashikcell 4870004851

distance 0.16 · cross-district

#6 · Ahmednagarcell 4660001237

distance 0.162 · cross-district

#7 · Beedcell 4700004331

distance 0.163 · cross-district

#8 · Punecell 4900001457

distance 0.166

#9 · Nashikcell 4870007051

distance 0.166 · cross-district

#10 · Punecell 4900001217

distance 0.174

#11 · Punecell 4900006179

distance 0.177

#12 · Punecell 4900005540

distance 0.179

#13 · Beedcell 4700002282

distance 0.179 · cross-district

#14 · Punecell 4900001758

distance 0.18

#15 · Punecell 4900005141

distance 0.18

#16 · Punecell 4900005807

distance 0.181

#17 · Nashikcell 4870006905

distance 0.183 · cross-district

#18 · Punecell 4900002932

distance 0.183

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":4900004875}}}'

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.