Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000410

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003555

distance 0.107 · cross-district

#2 · Laturcell 4810003459

distance 0.12 · cross-district

#3 · Dharashivcell 4880004705

distance 0.121 · cross-district

#4 · Dharashivcell 4880005673

distance 0.13 · cross-district

#5 · Beedcell 4700000270

distance 0.133

#6 · Dharashivcell 4880004440

distance 0.136 · cross-district

#7 · Beedcell 4700006699

distance 0.138

#8 · Beedcell 4700000409

distance 0.144

#9 · Beedcell 4700000945

distance 0.157

#10 · Laturcell 4810003854

distance 0.159 · cross-district

#11 · Beedcell 4700000388

distance 0.163

#12 · Beedcell 4700000823

distance 0.164

#13 · Solapurcell 4960011538

distance 0.165 · cross-district

#14 · Beedcell 4700007049

distance 0.166

#15 · Beedcell 4700000012

distance 0.168

#16 · Solapurcell 4960011701

distance 0.172 · cross-district

#17 · Beedcell 4700000260

distance 0.172

#18 · Beedcell 4700002377

distance 0.172

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":4700000410}}}'

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.