Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002175

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000440

distance 0.165 · cross-district

#2 · Laturcell 4810001601

distance 0.177 · cross-district

#3 · Laturcell 4810002252

distance 0.2 · cross-district

#4 · Dharashivcell 4880001337

distance 0.201

#5 · Chhatrapati Sambhajinagarcell 4690006095

distance 0.212 · cross-district

#6 · Beedcell 4700007419

distance 0.223 · cross-district

#7 · Dharashivcell 4880002303

distance 0.224

#8 · Dharashivcell 4880001581

distance 0.231

#9 · Dharashivcell 4880002791

distance 0.232

#10 · Beedcell 4700001357

distance 0.235 · cross-district

#11 · Dharashivcell 4880001579

distance 0.235

#12 · Beedcell 4700003953

distance 0.237 · cross-district

#13 · Dharashivcell 4880002184

distance 0.238

#14 · Laturcell 4810000754

distance 0.24 · cross-district

#15 · Solapurcell 4960005637

distance 0.245 · cross-district

#16 · Laturcell 4810000908

distance 0.25 · cross-district

#17 · Beedcell 4700002906

distance 0.25 · cross-district

#18 · Dharashivcell 4880000567

distance 0.251

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":4880002175}}}'

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.