Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007261

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003129

distance 0.268 · cross-district

#2 · Solapurcell 4960004113

distance 0.275 · cross-district

#3 · Punecell 4900001897

distance 0.283

#4 · Washimcell 4990003556

distance 0.311 · cross-district

#5 · Punecell 4900000396

distance 0.337

#6 · Nagpurcell 4840007605

distance 0.345 · cross-district

#7 · Punecell 4900006506

distance 0.346

#8 · Sanglicell 4930004280

distance 0.349 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003423

distance 0.35 · cross-district

#10 · Solapurcell 4960012583

distance 0.352 · cross-district

#11 · Jalgaoncell 4780004278

distance 0.352 · cross-district

#12 · Nashikcell 4870010460

distance 0.354 · cross-district

#13 · Punecell 4900005930

distance 0.356

#14 · Nandedcell 4850003930

distance 0.357 · cross-district

#15 · Nashikcell 4870002875

distance 0.359 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690006409

distance 0.359 · cross-district

#17 · Jalgaoncell 4780009579

distance 0.361 · cross-district

#18 · Nashikcell 4870002753

distance 0.361 · 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":4900007261}}}'

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.