Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008874

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870006727

distance 0.206 · cross-district

#2 · Ahmednagarcell 4660003048

distance 0.217 · cross-district

#3 · Punecell 4900006184

distance 0.222

#4 · Punecell 4900008322

distance 0.225

#5 · Solapurcell 4960002394

distance 0.234 · cross-district

#6 · Punecell 4900006655

distance 0.238

#7 · Solapurcell 4960002012

distance 0.242 · cross-district

#8 · Dharashivcell 4880003994

distance 0.244 · cross-district

#9 · Punecell 4900001737

distance 0.244

#10 · Beedcell 4700005912

distance 0.245 · cross-district

#11 · Ahmednagarcell 4660001931

distance 0.246 · cross-district

#12 · Punecell 4900003480

distance 0.248

#13 · Beedcell 4700003318

distance 0.249 · cross-district

#14 · Ahmednagarcell 4660003852

distance 0.25 · cross-district

#15 · Ahmednagarcell 4660006156

distance 0.25 · cross-district

#16 · Ahmednagarcell 4660002704

distance 0.253 · cross-district

#17 · Beedcell 4700004189

distance 0.254 · cross-district

#18 · Beedcell 4700006483

distance 0.254 · 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":4900008874}}}'

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.