Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000097

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

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000428

distance 0.2

#2 · Punecell 4900000048

distance 0.21

#3 · Punecell 4900000237

distance 0.217

#4 · Punecell 4900000174

distance 0.221

#5 · Punecell 4900000239

distance 0.222

#6 · Solapurcell 4960007911

distance 0.222 · cross-district

#7 · Punecell 4900000423

distance 0.225

#8 · Punecell 4900002040

distance 0.228

#9 · Punecell 4900000411

distance 0.228

#10 · Punecell 4900000137

distance 0.232

#11 · Sataracell 4940003870

distance 0.233 · cross-district

#12 · Punecell 4900000413

distance 0.234

#13 · Punecell 4900000062

distance 0.236

#14 · Punecell 4900000388

distance 0.238

#15 · Punecell 4900000143

distance 0.239

#16 · Solapurcell 4960009569

distance 0.243 · cross-district

#17 · Punecell 4900001158

distance 0.243

#18 · Punecell 4900000188

distance 0.244

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":4900000097}}}'

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.