Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007754

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006890

distance 0.167

#2 · Punecell 4900007385

distance 0.186

#3 · Sanglicell 4930007082

distance 0.187 · cross-district

#4 · Punecell 4900007629

distance 0.191

#5 · Jalgaoncell 4780001450

distance 0.192 · cross-district

#6 · Punecell 4900007635

distance 0.195

#7 · Punecell 4900005523

distance 0.199

#8 · Beedcell 4700004790

distance 0.201 · cross-district

#9 · Punecell 4900008872

distance 0.205

#10 · Punecell 4900007628

distance 0.209

#11 · Solapurcell 4960001173

distance 0.213 · cross-district

#12 · Jalgaoncell 4780008905

distance 0.214 · cross-district

#13 · Solapurcell 4960003974

distance 0.216 · cross-district

#14 · Punecell 4900003731

distance 0.216

#15 · Chhatrapati Sambhajinagarcell 4690001229

distance 0.216 · cross-district

#16 · Dharashivcell 4880003069

distance 0.219 · cross-district

#17 · Sanglicell 4930006584

distance 0.22 · cross-district

#18 · Punecell 4900002653

distance 0.223

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":4900007754}}}'

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.