Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001997

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002929

distance 0.128 · cross-district

#2 · Ahmednagarcell 4660003134

distance 0.15 · cross-district

#3 · Beedcell 4700000976

distance 0.176

#4 · Ahmednagarcell 4660003000

distance 0.178 · cross-district

#5 · Ahmednagarcell 4660002333

distance 0.182 · cross-district

#6 · Beedcell 4700001249

distance 0.182

#7 · Ahmednagarcell 4660002214

distance 0.186 · cross-district

#8 · Ahmednagarcell 4660003133

distance 0.186 · cross-district

#9 · Beedcell 4700002657

distance 0.192

#10 · Ahmednagarcell 4660002690

distance 0.199 · cross-district

#11 · Dharashivcell 4880006456

distance 0.21 · cross-district

#12 · Dharashivcell 4880006307

distance 0.212 · cross-district

#13 · Ahmednagarcell 4660002331

distance 0.213 · cross-district

#14 · Ahmednagarcell 4660002416

distance 0.214 · cross-district

#15 · Beedcell 4700002321

distance 0.217

#16 · Beedcell 4700002157

distance 0.22

#17 · Sanglicell 4930005401

distance 0.223 · cross-district

#18 · Ahmednagarcell 4660007125

distance 0.224 · 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":4700001997}}}'

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.