Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000237

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000239

distance 0.113

#2 · Punecell 4900000188

distance 0.157

#3 · Punecell 4900000285

distance 0.157

#4 · Punecell 4900000413

distance 0.161

#5 · Punecell 4900001082

distance 0.173

#6 · Punecell 4900000143

distance 0.173

#7 · Punecell 4900000238

distance 0.175

#8 · Punecell 4900000245

distance 0.176

#9 · Punecell 4900000207

distance 0.181

#10 · Solapurcell 4960007935

distance 0.181 · cross-district

#11 · Punecell 4900000339

distance 0.182

#12 · Punecell 4900000154

distance 0.182

#13 · Punecell 4900000209

distance 0.184

#14 · Punecell 4900000138

distance 0.184

#15 · Punecell 4900000112

distance 0.186

#16 · Punecell 4900000423

distance 0.186

#17 · Punecell 4900000580

distance 0.191

#18 · Punecell 4900000608

distance 0.193

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":4900000237}}}'

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.