Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004299

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002911

distance 0.179

#2 · Nashikcell 4870007473

distance 0.182 · cross-district

#3 · Sataracell 4940007815

distance 0.187 · cross-district

#4 · Nashikcell 4870001867

distance 0.195 · cross-district

#5 · Sataracell 4940007182

distance 0.198 · cross-district

#6 · Punecell 4900002317

distance 0.198

#7 · Punecell 4900004569

distance 0.2

#8 · Punecell 4900002163

distance 0.204

#9 · Punecell 4900001429

distance 0.206

#10 · Sataracell 4940006964

distance 0.208 · cross-district

#11 · Solapurcell 4960007774

distance 0.213 · cross-district

#12 · Punecell 4900003875

distance 0.213

#13 · Punecell 4900002765

distance 0.217

#14 · Nashikcell 4870007906

distance 0.218 · cross-district

#15 · Punecell 4900001723

distance 0.22

#16 · Nashikcell 4870006896

distance 0.221 · cross-district

#17 · Nashikcell 4870006895

distance 0.222 · cross-district

#18 · Sataracell 4940007161

distance 0.223 · 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":4900004299}}}'

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.