Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000829

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

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000828

distance 0.086

#2 · Laturcell 4810005702

distance 0.138 · cross-district

#3 · Laturcell 4810005900

distance 0.159 · cross-district

#4 · Laturcell 4810005939

distance 0.171 · cross-district

#5 · Laturcell 4810005753

distance 0.173 · cross-district

#6 · Laturcell 4810005678

distance 0.174 · cross-district

#7 · Parbhanicell 4890000559

distance 0.175 · cross-district

#8 · Laturcell 4810005653

distance 0.176 · cross-district

#9 · Laturcell 4810005799

distance 0.18 · cross-district

#10 · Beedcell 4700001219

distance 0.18

#11 · Beedcell 4700000950

distance 0.182

#12 · Parbhanicell 4890000613

distance 0.183 · cross-district

#13 · Parbhanicell 4890000326

distance 0.184 · cross-district

#14 · Laturcell 4810005471

distance 0.193 · cross-district

#15 · Beedcell 4700000833

distance 0.197

#16 · Nandedcell 4850003740

distance 0.201 · cross-district

#17 · Parbhanicell 4890000775

distance 0.204 · cross-district

#18 · Beedcell 4700001502

distance 0.204

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":4700000829}}}'

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.