Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004999

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005138

distance 0.115

#2 · Beedcell 4700005188

distance 0.161 · cross-district

#3 · Punecell 4900005525

distance 0.162

#4 · Punecell 4900001607

distance 0.163

#5 · Beedcell 4700003305

distance 0.168 · cross-district

#6 · Beedcell 4700003817

distance 0.173 · cross-district

#7 · Punecell 4900004701

distance 0.175

#8 · Beedcell 4700005779

distance 0.181 · cross-district

#9 · Punecell 4900005673

distance 0.185

#10 · Beedcell 4700006479

distance 0.185 · cross-district

#11 · Beedcell 4700004596

distance 0.185 · cross-district

#12 · Beedcell 4700005509

distance 0.186 · cross-district

#13 · Beedcell 4700004766

distance 0.187 · cross-district

#14 · Ahmednagarcell 4660003813

distance 0.187 · cross-district

#15 · Beedcell 4700004681

distance 0.188 · cross-district

#16 · Solapurcell 4960012262

distance 0.189 · cross-district

#17 · Sanglicell 4930006443

distance 0.191 · cross-district

#18 · Punecell 4900004593

distance 0.192

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":4900004999}}}'

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.