Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004949

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

0.93

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 4900005621

distance 0.175

#2 · Punecell 4900005223

distance 0.181

#3 · Punecell 4900005089

distance 0.189

#4 · Punecell 4900007358

distance 0.201

#5 · Punecell 4900007360

distance 0.208

#6 · Punecell 4900005227

distance 0.209

#7 · Punecell 4900003842

distance 0.209

#8 · Punecell 4900012429

distance 0.217

#9 · Punecell 4900001825

distance 0.218

#10 · Sataracell 4940008107

distance 0.224 · cross-district

#11 · Sataracell 4940008933

distance 0.229 · cross-district

#12 · Punecell 4900005087

distance 0.234

#13 · Punecell 4900012500

distance 0.237

#14 · Ahmednagarcell 4660005885

distance 0.239 · cross-district

#15 · Punecell 4900001816

distance 0.239

#16 · Ahmednagarcell 4660006457

distance 0.243 · cross-district

#17 · Punecell 4900001413

distance 0.244

#18 · Ahmednagarcell 4660006716

distance 0.246 · 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":4900004949}}}'

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.