Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008639

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008428

distance 0.121

#2 · Ahmednagarcell 4660008799

distance 0.136 · cross-district

#3 · Ahmednagarcell 4660008624

distance 0.14 · cross-district

#4 · Beedcell 4700008050

distance 0.15

#5 · Ahmednagarcell 4660007125

distance 0.153 · cross-district

#6 · Ahmednagarcell 4660008311

distance 0.156 · cross-district

#7 · Ahmednagarcell 4660001302

distance 0.163 · cross-district

#8 · Beedcell 4700008333

distance 0.184

#9 · Washimcell 4990001929

distance 0.188 · cross-district

#10 · Beedcell 4700007221

distance 0.189

#11 · Ahmednagarcell 4660007106

distance 0.19 · cross-district

#12 · Nandedcell 4850008568

distance 0.191 · cross-district

#13 · Ahmednagarcell 4660009301

distance 0.193 · cross-district

#14 · Parbhanicell 4890000479

distance 0.193 · cross-district

#15 · Beedcell 4700007205

distance 0.197

#16 · Beedcell 4700008418

distance 0.197

#17 · Ahmednagarcell 4660007708

distance 0.199 · cross-district

#18 · Nandedcell 4850003179

distance 0.201 · 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":4700008639}}}'

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.