Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007016

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007064

distance 0.199 · cross-district

#2 · Punecell 4900007262

distance 0.201

#3 · Jalgaoncell 4780006376

distance 0.215 · cross-district

#4 · Punecell 4900005383

distance 0.222

#5 · Kolhapurcell 4800004289

distance 0.225 · cross-district

#6 · Punecell 4900005670

distance 0.225

#7 · Punecell 4900005546

distance 0.236

#8 · Dharashivcell 4880000070

distance 0.237 · cross-district

#9 · Punecell 4900003906

distance 0.242

#10 · Chhatrapati Sambhajinagarcell 4690000070

distance 0.251 · cross-district

#11 · Beedcell 4700006007

distance 0.252 · cross-district

#12 · Laturcell 4810002358

distance 0.254 · cross-district

#13 · Laturcell 4810001586

distance 0.256 · cross-district

#14 · Solapurcell 4960010503

distance 0.261 · cross-district

#15 · Punecell 4900005678

distance 0.263

#16 · Solapurcell 4960009931

distance 0.264 · cross-district

#17 · Jalgaoncell 4780004526

distance 0.264 · cross-district

#18 · Laturcell 4810001825

distance 0.265 · 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":4900007016}}}'

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.