Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005546

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005670

distance 0.138

#2 · Punecell 4900005009

distance 0.176

#3 · Punecell 4900005929

distance 0.202

#4 · Beedcell 4700003127

distance 0.209 · cross-district

#5 · Sanglicell 4930004995

distance 0.221 · cross-district

#6 · Solapurcell 4960010882

distance 0.225 · cross-district

#7 · Solapurcell 4960010503

distance 0.226 · cross-district

#8 · Beedcell 4700006007

distance 0.226 · cross-district

#9 · Punecell 4900007016

distance 0.236

#10 · Chhatrapati Sambhajinagarcell 4690000604

distance 0.24 · cross-district

#11 · Kolhapurcell 4800004054

distance 0.241 · cross-district

#12 · Ahmednagarcell 4660004240

distance 0.245 · cross-district

#13 · Akolacell 4670001471

distance 0.246 · cross-district

#14 · Kolhapurcell 4800004545

distance 0.247 · cross-district

#15 · Punecell 4900007262

distance 0.248

#16 · Dharashivcell 4880004819

distance 0.249 · cross-district

#17 · Punecell 4900005383

distance 0.252

#18 · Chhatrapati Sambhajinagarcell 4690000717

distance 0.253 · 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":4900005546}}}'

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.