Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006534

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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007138

distance 0.163

#2 · Punecell 4900005514

distance 0.171

#3 · Punecell 4900006653

distance 0.173

#4 · Punecell 4900006891

distance 0.188

#5 · Punecell 4900007275

distance 0.196

#6 · Ahmednagarcell 4660000712

distance 0.207 · cross-district

#7 · Punecell 4900002939

distance 0.214

#8 · Sanglicell 4930007046

distance 0.218 · cross-district

#9 · Ahmednagarcell 4660001739

distance 0.221 · cross-district

#10 · Punecell 4900006779

distance 0.221

#11 · Punecell 4900007267

distance 0.221

#12 · Punecell 4900005513

distance 0.224

#13 · Solapurcell 4960007338

distance 0.226 · cross-district

#14 · Nashikcell 4870002900

distance 0.226 · cross-district

#15 · Ahmednagarcell 4660008728

distance 0.226 · cross-district

#16 · Punecell 4900005645

distance 0.228

#17 · Solapurcell 4960003373

distance 0.229 · cross-district

#18 · Punecell 4900007153

distance 0.231

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":4900006534}}}'

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.