Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001972

The MH-36 locality cells most similar to this Beed 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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005132

distance 0.178 · cross-district

#2 · Solapurcell 4960012276

distance 0.194 · cross-district

#3 · Beedcell 4700000964

distance 0.195

#4 · Jalgaoncell 4780000358

distance 0.198 · cross-district

#5 · Beedcell 4700001817

distance 0.202

#6 · Solapurcell 4960004521

distance 0.208 · cross-district

#7 · Solapurcell 4960005578

distance 0.208 · cross-district

#8 · Solapurcell 4960004522

distance 0.211 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000184

distance 0.211 · cross-district

#10 · Solapurcell 4960005283

distance 0.217 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000272

distance 0.217 · cross-district

#12 · Beedcell 4700002801

distance 0.218

#13 · Solapurcell 4960010461

distance 0.221 · cross-district

#14 · Beedcell 4700001816

distance 0.222

#15 · Solapurcell 4960012516

distance 0.223 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000210

distance 0.223 · cross-district

#17 · Solapurcell 4960009102

distance 0.227 · cross-district

#18 · Solapurcell 4960007178

distance 0.227 · 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":470,"cluster_id":4700001972}}}'

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.