Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001955

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

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005848

distance 0.131 · cross-district

#2 · Beedcell 4700006559

distance 0.15

#3 · Dharashivcell 4880005392

distance 0.151 · cross-district

#4 · Beedcell 4700001785

distance 0.164

#5 · Beedcell 4700005998

distance 0.165

#6 · Dharashivcell 4880000410

distance 0.165 · cross-district

#7 · Beedcell 4700006275

distance 0.168

#8 · Dharashivcell 4880006209

distance 0.171 · cross-district

#9 · Beedcell 4700003627

distance 0.172

#10 · Beedcell 4700000310

distance 0.174

#11 · Beedcell 4700001883

distance 0.175

#12 · Solapurcell 4960002113

distance 0.178 · cross-district

#13 · Solapurcell 4960011610

distance 0.178 · cross-district

#14 · Beedcell 4700000297

distance 0.18

#15 · Solapurcell 4960000968

distance 0.182 · cross-district

#16 · Beedcell 4700004315

distance 0.183

#17 · Dharashivcell 4880002276

distance 0.183 · cross-district

#18 · Buldhanacell 4720003097

distance 0.185 · 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":4700001955}}}'

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.