Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006780

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

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006895

distance 0.096

#2 · Punecell 4900006781

distance 0.124

#3 · Punecell 4900005667

distance 0.133

#4 · Punecell 4900008645

distance 0.157

#5 · Solapurcell 4960012122

distance 0.157 · cross-district

#6 · Punecell 4900005529

distance 0.166

#7 · Punecell 4900007270

distance 0.167

#8 · Beedcell 4700002616

distance 0.171 · cross-district

#9 · Punecell 4900004721

distance 0.173

#10 · Punecell 4900004185

distance 0.174

#11 · Punecell 4900001722

distance 0.175

#12 · Punecell 4900005411

distance 0.176

#13 · Punecell 4900008313

distance 0.179

#14 · Sanglicell 4930007085

distance 0.18 · cross-district

#15 · Beedcell 4700004842

distance 0.181 · cross-district

#16 · Sanglicell 4930007088

distance 0.182 · cross-district

#17 · Punecell 4900007986

distance 0.182

#18 · Punecell 4900002032

distance 0.182

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":4900006780}}}'

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.