Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004504

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005481

distance 0.085

#2 · Beedcell 4700003811

distance 0.095

#3 · Ahmednagarcell 4660003624

distance 0.116 · cross-district

#4 · Beedcell 4700003814

distance 0.118

#5 · Ahmednagarcell 4660001167

distance 0.118 · cross-district

#6 · Ahmednagarcell 4660003573

distance 0.121 · cross-district

#7 · Beedcell 4700004330

distance 0.122

#8 · Chhatrapati Sambhajinagarcell 4690005657

distance 0.124 · cross-district

#9 · Beedcell 4700006475

distance 0.128

#10 · Ahmednagarcell 4660004531

distance 0.13 · cross-district

#11 · Ahmednagarcell 4660009233

distance 0.13 · cross-district

#12 · Ahmednagarcell 4660005364

distance 0.132 · cross-district

#13 · Solapurcell 4960000783

distance 0.133 · cross-district

#14 · Ahmednagarcell 4660004036

distance 0.134 · cross-district

#15 · Ahmednagarcell 4660004927

distance 0.135 · cross-district

#16 · Beedcell 4700003987

distance 0.136

#17 · Ahmednagarcell 4660003751

distance 0.136 · cross-district

#18 · Nashikcell 4870005183

distance 0.136 · 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":4700004504}}}'

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.