Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004306

The MH-36 locality cells most similar to this Dharashiv 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

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960012415

distance 0.096 · cross-district

#2 · Dharashivcell 4880004305

distance 0.132

#3 · Dharashivcell 4880004477

distance 0.166

#4 · Dharashivcell 4880004224

distance 0.166

#5 · Solapurcell 4960012378

distance 0.192 · cross-district

#6 · Solapurcell 4960012279

distance 0.211 · cross-district

#7 · Dharashivcell 4880004392

distance 0.211

#8 · Chhatrapati Sambhajinagarcell 4690003169

distance 0.221 · cross-district

#9 · Beedcell 4700005371

distance 0.225 · cross-district

#10 · Sanglicell 4930000715

distance 0.225 · cross-district

#11 · Solapurcell 4960012467

distance 0.226 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690007981

distance 0.232 · cross-district

#13 · Ahmednagarcell 4660012685

distance 0.233 · cross-district

#14 · Ahmednagarcell 4660002191

distance 0.234 · cross-district

#15 · Dharashivcell 4880004746

distance 0.234

#16 · Chhatrapati Sambhajinagarcell 4690000016

distance 0.245 · cross-district

#17 · Kolhapurcell 4800004806

distance 0.246 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003379

distance 0.247 · 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":488,"cluster_id":4880004306}}}'

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.