Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000087

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

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000703

distance 0.186

#2 · Punecell 4900000603

distance 0.191

#3 · Punecell 4900000830

distance 0.195

#4 · Punecell 4900000221

distance 0.195

#5 · Punecell 4900001592

distance 0.206

#6 · Punecell 4900000906

distance 0.208

#7 · Solapurcell 4960009277

distance 0.209 · cross-district

#8 · Punecell 4900001432

distance 0.216

#9 · Punecell 4900000096

distance 0.221

#10 · Solapurcell 4960008766

distance 0.223 · cross-district

#11 · Punecell 4900000823

distance 0.223

#12 · Punecell 4900000572

distance 0.223

#13 · Punecell 4900000951

distance 0.225

#14 · Solapurcell 4960008253

distance 0.227 · cross-district

#15 · Nashikcell 4870002286

distance 0.23 · cross-district

#16 · Punecell 4900000265

distance 0.231

#17 · Punecell 4900000511

distance 0.232

#18 · Sataracell 4940008793

distance 0.233 · 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":4900000087}}}'

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.