Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001242

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

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002616

distance 0.162 · cross-district

#2 · Dharashivcell 4880005718

distance 0.168 · cross-district

#3 · Beedcell 4700001845

distance 0.171

#4 · Ahmednagarcell 4660003068

distance 0.179 · cross-district

#5 · Ahmednagarcell 4660001920

distance 0.181 · cross-district

#6 · Ahmednagarcell 4660002321

distance 0.186 · cross-district

#7 · Dharashivcell 4880004758

distance 0.201 · cross-district

#8 · Beedcell 4700002013

distance 0.202

#9 · Ahmednagarcell 4660001816

distance 0.206 · cross-district

#10 · Ahmednagarcell 4660002232

distance 0.207 · cross-district

#11 · Ahmednagarcell 4660002521

distance 0.214 · cross-district

#12 · Beedcell 4700001537

distance 0.217

#13 · Beedcell 4700002324

distance 0.217

#14 · Beedcell 4700002834

distance 0.219

#15 · Beedcell 4700002504

distance 0.219

#16 · Dharashivcell 4880004759

distance 0.223 · cross-district

#17 · Beedcell 4700002329

distance 0.223

#18 · Ahmednagarcell 4660007272

distance 0.227 · 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":4700001242}}}'

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.