Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003370

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003113

distance 0.092

#2 · Punecell 4900004333

distance 0.144

#3 · Punecell 4900003633

distance 0.159

#4 · Punecell 4900003925

distance 0.167

#5 · Punecell 4900003371

distance 0.189

#6 · Punecell 4900007293

distance 0.207

#7 · Punecell 4900003503

distance 0.212

#8 · Punecell 4900006668

distance 0.219

#9 · Punecell 4900003237

distance 0.221

#10 · Punecell 4900006310

distance 0.226

#11 · Punecell 4900004468

distance 0.231

#12 · Punecell 4900004196

distance 0.233

#13 · Raigadcell 4910002113

distance 0.239 · cross-district

#14 · Punecell 4900004744

distance 0.242

#15 · Punecell 4900003639

distance 0.246

#16 · Punecell 4900007181

distance 0.251

#17 · Raigadcell 4910001396

distance 0.257 · cross-district

#18 · Punecell 4900007170

distance 0.257

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":4900003370}}}'

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.