Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000556

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960008248

distance 0.192 · cross-district

#2 · Solapurcell 4960004782

distance 0.213 · cross-district

#3 · Beedcell 4700007257

distance 0.225 · cross-district

#4 · Dharashivcell 4880006094

distance 0.228

#5 · Chhatrapati Sambhajinagarcell 4690000916

distance 0.229 · cross-district

#6 · Beedcell 4700001286

distance 0.23 · cross-district

#7 · Laturcell 4810001720

distance 0.231 · cross-district

#8 · Beedcell 4700007353

distance 0.232 · cross-district

#9 · Solapurcell 4960004957

distance 0.235 · cross-district

#10 · Washimcell 4990003652

distance 0.236 · cross-district

#11 · Laturcell 4810001721

distance 0.237 · cross-district

#12 · Beedcell 4700007447

distance 0.244 · cross-district

#13 · Amravaticell 4680001452

distance 0.245 · cross-district

#14 · Washimcell 4990001411

distance 0.245 · cross-district

#15 · Dharashivcell 4880000564

distance 0.246

#16 · Yavatmalcell 5000006410

distance 0.247 · cross-district

#17 · Yavatmalcell 5000004830

distance 0.251 · cross-district

#18 · Hingolicell 4770002540

distance 0.256 · 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":4880000556}}}'

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.