Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003315

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002972

distance 0.069

#2 · Beedcell 4700002967

distance 0.083

#3 · Ahmednagarcell 4660001568

distance 0.112 · cross-district

#4 · Ahmednagarcell 4660002680

distance 0.115 · cross-district

#5 · Ahmednagarcell 4660002915

distance 0.12 · cross-district

#6 · Beedcell 4700004865

distance 0.121

#7 · Ahmednagarcell 4660014307

distance 0.121 · cross-district

#8 · Beedcell 4700003138

distance 0.123

#9 · Ahmednagarcell 4660002992

distance 0.125 · cross-district

#10 · Beedcell 4700002622

distance 0.126

#11 · Beedcell 4700002791

distance 0.127

#12 · Ahmednagarcell 4660003484

distance 0.127 · cross-district

#13 · Ahmednagarcell 4660002921

distance 0.128 · cross-district

#14 · Beedcell 4700005780

distance 0.13

#15 · Beedcell 4700002786

distance 0.13

#16 · Ahmednagarcell 4660010095

distance 0.13 · cross-district

#17 · Beedcell 4700002797

distance 0.131

#18 · Beedcell 4700004174

distance 0.133

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":4700003315}}}'

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.