Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002321

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002157

distance 0.087

#2 · Ahmednagarcell 4660003195

distance 0.116 · cross-district

#3 · Beedcell 4700002828

distance 0.122

#4 · Beedcell 4700002156

distance 0.137

#5 · Ahmednagarcell 4660003069

distance 0.171 · cross-district

#6 · Ahmednagarcell 4660002604

distance 0.174 · cross-district

#7 · Dharashivcell 4880006455

distance 0.176 · cross-district

#8 · Ahmednagarcell 4660002416

distance 0.186 · cross-district

#9 · Beedcell 4700001395

distance 0.188

#10 · Ahmednagarcell 4660003133

distance 0.189 · cross-district

#11 · Ahmednagarcell 4660003134

distance 0.191 · cross-district

#12 · Ahmednagarcell 4660002228

distance 0.201 · cross-district

#13 · Beedcell 4700001997

distance 0.217

#14 · Ahmednagarcell 4660003000

distance 0.219 · cross-district

#15 · Ahmednagarcell 4660001811

distance 0.221 · cross-district

#16 · Beedcell 4700001389

distance 0.222

#17 · Ahmednagarcell 4660001510

distance 0.227 · cross-district

#18 · Ahmednagarcell 4660002525

distance 0.228 · 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":4700002321}}}'

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.