Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002328

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870001865

distance 0.149 · cross-district

#2 · Nashikcell 4870002895

distance 0.156 · cross-district

#3 · Nashikcell 4870005273

distance 0.16 · cross-district

#4 · Nashikcell 4870006295

distance 0.163 · cross-district

#5 · Ahmednagarcell 4660014122

distance 0.167 · cross-district

#6 · Punecell 4900003214

distance 0.169

#7 · Nashikcell 4870002217

distance 0.17 · cross-district

#8 · Nashikcell 4870002131

distance 0.171 · cross-district

#9 · Punecell 4900003481

distance 0.174

#10 · Punecell 4900009091

distance 0.178

#11 · Nashikcell 4870002048

distance 0.179 · cross-district

#12 · Ahmednagarcell 4660011354

distance 0.181 · cross-district

#13 · Punecell 4900002480

distance 0.182

#14 · Nashikcell 4870002460

distance 0.183 · cross-district

#15 · Solapurcell 4960012195

distance 0.184 · cross-district

#16 · Nashikcell 4870002044

distance 0.185 · cross-district

#17 · Nashikcell 4870002215

distance 0.185 · cross-district

#18 · Sanglicell 4930004449

distance 0.185 · 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":4900002328}}}'

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.