Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000062

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000112

distance 0.175

#2 · Punecell 4900000133

distance 0.193

#3 · Solapurcell 4960007911

distance 0.201 · cross-district

#4 · Nashikcell 4870004398

distance 0.22 · cross-district

#5 · Punecell 4900000278

distance 0.222

#6 · Punecell 4900000089

distance 0.223

#7 · Punecell 4900003064

distance 0.224

#8 · Punecell 4900000602

distance 0.225

#9 · Punecell 4900000138

distance 0.226

#10 · Punecell 4900000388

distance 0.227

#11 · Punecell 4900000400

distance 0.229

#12 · Punecell 4900000402

distance 0.229

#13 · Punecell 4900000200

distance 0.232

#14 · Punecell 4900000599

distance 0.233

#15 · Punecell 4900000293

distance 0.234

#16 · Punecell 4900000205

distance 0.235

#17 · Punecell 4900000097

distance 0.236

#18 · Punecell 4900000397

distance 0.236

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":4900000062}}}'

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.