Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000433

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.06

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000581

distance 0.06

#2 · Dharashivcell 4880000688

distance 0.127

#3 · Dharashivcell 4880000274

distance 0.131

#4 · Washimcell 4990000518

distance 0.137 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690005212

distance 0.138 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690005302

distance 0.141 · cross-district

#7 · Beedcell 4700000057

distance 0.151 · cross-district

#8 · Dharashivcell 4880005929

distance 0.152

#9 · Dharashivcell 4880001160

distance 0.156

#10 · Beedcell 4700003790

distance 0.157 · cross-district

#11 · Dharashivcell 4880000186

distance 0.158

#12 · Solapurcell 4960004930

distance 0.159 · cross-district

#13 · Beedcell 4700008772

distance 0.162 · cross-district

#14 · Dharashivcell 4880001035

distance 0.163

#15 · Dharashivcell 4880000218

distance 0.166

#16 · Washimcell 4990000754

distance 0.167 · cross-district

#17 · Jalnacell 4790001710

distance 0.167 · cross-district

#18 · Washimcell 4990002859

distance 0.171 · 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":4880000433}}}'

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.