Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008697

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008245

distance 0.156

#2 · Beedcell 4700008345

distance 0.168

#3 · Ahmednagarcell 4660007860

distance 0.17 · cross-district

#4 · Beedcell 4700007502

distance 0.17

#5 · Beedcell 4700008645

distance 0.172

#6 · Beedcell 4700008691

distance 0.173

#7 · Beedcell 4700008802

distance 0.177

#8 · Nandedcell 4850002584

distance 0.18 · cross-district

#9 · Ahmednagarcell 4660007711

distance 0.18 · cross-district

#10 · Beedcell 4700008336

distance 0.183

#11 · Ahmednagarcell 4660007708

distance 0.186 · cross-district

#12 · Nandedcell 4850004250

distance 0.187 · cross-district

#13 · Beedcell 4700008756

distance 0.19

#14 · Dharashivcell 4880001602

distance 0.191 · cross-district

#15 · Beedcell 4700008155

distance 0.192

#16 · Ahmednagarcell 4660007125

distance 0.192 · cross-district

#17 · Beedcell 4700001401

distance 0.193

#18 · Nandedcell 4850002914

distance 0.194 · 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":4700008697}}}'

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.