Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002045

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004932

distance 0.21 · cross-district

#2 · Punecell 4900004727

distance 0.223

#3 · Ahmednagarcell 4660013510

distance 0.233 · cross-district

#4 · Beedcell 4700004933

distance 0.233 · cross-district

#5 · Sanglicell 4930000216

distance 0.241 · cross-district

#6 · Solapurcell 4960006643

distance 0.246 · cross-district

#7 · Ahmednagarcell 4660004027

distance 0.253 · cross-district

#8 · Punecell 4900007520

distance 0.26

#9 · Sanglicell 4930003074

distance 0.264 · cross-district

#10 · Kolhapurcell 4800004125

distance 0.265 · cross-district

#11 · Ahmednagarcell 4660003056

distance 0.265 · cross-district

#12 · Punecell 4900004178

distance 0.27

#13 · Ahmednagarcell 4660003246

distance 0.272 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002669

distance 0.273 · cross-district

#15 · Sanglicell 4930001057

distance 0.277 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003657

distance 0.277 · cross-district

#17 · Kolhapurcell 4800005316

distance 0.279 · cross-district

#18 · Punecell 4900001616

distance 0.279

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":4900002045}}}'

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.