Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000430

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

0.92

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 4900000189

distance 0.163

#2 · Punecell 4900000345

distance 0.175

#3 · Punecell 4900001196

distance 0.176

#4 · Punecell 4900000202

distance 0.181

#5 · Punecell 4900000620

distance 0.189

#6 · Punecell 4900000355

distance 0.19

#7 · Punecell 4900000344

distance 0.191

#8 · Punecell 4900000523

distance 0.193

#9 · Punecell 4900000727

distance 0.196

#10 · Punecell 4900002192

distance 0.197

#11 · Punecell 4900001344

distance 0.197

#12 · Punecell 4900000950

distance 0.199

#13 · Punecell 4900000432

distance 0.204

#14 · Punecell 4900001459

distance 0.206

#15 · Solapurcell 4960008681

distance 0.206 · cross-district

#16 · Nashikcell 4870005552

distance 0.208 · cross-district

#17 · Punecell 4900000956

distance 0.209

#18 · Nashikcell 4870004419

distance 0.212 · 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":4900000430}}}'

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.