Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005446

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 5 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 4700004975

distance 0.141

#2 · Laturcell 4810002676

distance 0.141 · cross-district

#3 · Laturcell 4810004814

distance 0.15 · cross-district

#4 · Laturcell 4810002570

distance 0.153 · cross-district

#5 · Nandedcell 4850004398

distance 0.158 · cross-district

#6 · Laturcell 4810002743

distance 0.159 · cross-district

#7 · Beedcell 4700008359

distance 0.16

#8 · Laturcell 4810004716

distance 0.162 · cross-district

#9 · Jalnacell 4790003989

distance 0.164 · cross-district

#10 · Beedcell 4700004801

distance 0.165

#11 · Nandedcell 4850004337

distance 0.166 · cross-district

#12 · Parbhanicell 4890000147

distance 0.167 · cross-district

#13 · Beedcell 4700000196

distance 0.17

#14 · Beedcell 4700000457

distance 0.171

#15 · Beedcell 4700005295

distance 0.171

#16 · Beedcell 4700005138

distance 0.172

#17 · Laturcell 4810002296

distance 0.174 · cross-district

#18 · Laturcell 4810004522

distance 0.176 · 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":4700005446}}}'

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.