Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006713

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004647

distance 0.181

#2 · Beedcell 4700006716

distance 0.182

#3 · Parbhanicell 4890003794

distance 0.191 · cross-district

#4 · Laturcell 4810001973

distance 0.192 · cross-district

#5 · Beedcell 4700006839

distance 0.199

#6 · Laturcell 4810002066

distance 0.204 · cross-district

#7 · Jalnacell 4790004079

distance 0.205 · cross-district

#8 · Jalnacell 4790002392

distance 0.206 · cross-district

#9 · Laturcell 4810004120

distance 0.208 · cross-district

#10 · Beedcell 4700006711

distance 0.209

#11 · Beedcell 4700007295

distance 0.212

#12 · Jalnacell 4790003812

distance 0.217 · cross-district

#13 · Beedcell 4700006026

distance 0.221

#14 · Jalnacell 4790002543

distance 0.221 · cross-district

#15 · Jalnacell 4790002524

distance 0.223 · cross-district

#16 · Jalnacell 4790002525

distance 0.224 · cross-district

#17 · Solapurcell 4960010969

distance 0.225 · cross-district

#18 · Jalnacell 4790003628

distance 0.234 · 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":4700006713}}}'

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.