Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003130

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002791

distance 0.108

#2 · Ahmednagarcell 4660000132

distance 0.109 · cross-district

#3 · Ahmednagarcell 4660003484

distance 0.116 · cross-district

#4 · Beedcell 4700002446

distance 0.117

#5 · Ahmednagarcell 4660003573

distance 0.118 · cross-district

#6 · Ahmednagarcell 4660000419

distance 0.121 · cross-district

#7 · Ahmednagarcell 4660002572

distance 0.123 · cross-district

#8 · Ahmednagarcell 4660000916

distance 0.124 · cross-district

#9 · Ahmednagarcell 4660000917

distance 0.125 · cross-district

#10 · Ahmednagarcell 4660000145

distance 0.126 · cross-district

#11 · Ahmednagarcell 4660004927

distance 0.128 · cross-district

#12 · Ahmednagarcell 4660009592

distance 0.129 · cross-district

#13 · Ahmednagarcell 4660002840

distance 0.129 · cross-district

#14 · Punecell 4900005541

distance 0.131 · cross-district

#15 · Ahmednagarcell 4660009233

distance 0.131 · cross-district

#16 · Beedcell 4700003811

distance 0.131

#17 · Ahmednagarcell 4660002474

distance 0.132 · cross-district

#18 · Ahmednagarcell 4660001167

distance 0.132 · 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":4700003130}}}'

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.