Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006531

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006406

distance 0.076

#2 · Beedcell 4700006537

distance 0.102

#3 · Parbhanicell 4890001893

distance 0.117 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690004346

distance 0.117 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690004059

distance 0.12 · cross-district

#6 · Beedcell 4700006894

distance 0.122

#7 · Ahmednagarcell 4660001118

distance 0.123 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003076

distance 0.124 · cross-district

#9 · Beedcell 4700006907

distance 0.125

#10 · Beedcell 4700006897

distance 0.126

#11 · Ahmednagarcell 4660000627

distance 0.133 · cross-district

#12 · Parbhanicell 4890002641

distance 0.133 · cross-district

#13 · Beedcell 4700006913

distance 0.133

#14 · Parbhanicell 4890002307

distance 0.134 · cross-district

#15 · Washimcell 4990001661

distance 0.136 · cross-district

#16 · Dharashivcell 4880006376

distance 0.139 · cross-district

#17 · Solapurcell 4960012500

distance 0.14 · cross-district

#18 · Beedcell 4700005671

distance 0.141

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":4700006531}}}'

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.