Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005137

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005157

distance 0.141

#2 · Beedcell 4700006016

distance 0.144

#3 · Beedcell 4700005610

distance 0.183

#4 · Laturcell 4810001718

distance 0.194 · cross-district

#5 · Laturcell 4810000470

distance 0.199 · cross-district

#6 · Dharashivcell 4880003971

distance 0.203 · cross-district

#7 · Beedcell 4700001427

distance 0.209

#8 · Beedcell 4700002351

distance 0.209

#9 · Beedcell 4700007317

distance 0.211

#10 · Laturcell 4810001988

distance 0.211 · cross-district

#11 · Dharashivcell 4880003038

distance 0.211 · cross-district

#12 · Beedcell 4700004473

distance 0.211

#13 · Laturcell 4810001401

distance 0.212 · cross-district

#14 · Beedcell 4700008083

distance 0.214

#15 · Laturcell 4810002324

distance 0.215 · cross-district

#16 · Laturcell 4810000368

distance 0.215 · cross-district

#17 · Beedcell 4700008628

distance 0.215

#18 · Sanglicell 4930001736

distance 0.218 · 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":4700005137}}}'

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.