Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012895

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 3 distinct districts

Index confidence

0.91

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 · Punecell 4900012339

distance 0.206

#2 · Punecell 4900013176

distance 0.224

#3 · Punecell 4900013171

distance 0.243

#4 · Punecell 4900013211

distance 0.244

#5 · Punecell 4900012478

distance 0.245

#6 · Punecell 4900012939

distance 0.251

#7 · Punecell 4900012940

distance 0.253

#8 · Punecell 4900013104

distance 0.254

#9 · Punecell 4900012610

distance 0.257

#10 · Punecell 4900012539

distance 0.258

#11 · Punecell 4900012561

distance 0.264

#12 · Punecell 4900012896

distance 0.265

#13 · Nashikcell 4870002173

distance 0.265 · cross-district

#14 · Punecell 4900013067

distance 0.265

#15 · Punecell 4900013033

distance 0.27

#16 · Punecell 4900012274

distance 0.271

#17 · Nashikcell 4870001088

distance 0.271 · cross-district

#18 · Ahmednagarcell 4660011808

distance 0.272 · 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":4900012895}}}'

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.