Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009026

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000284

distance 0.07 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690000613

distance 0.083 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000135

distance 0.089 · cross-district

#4 · Beedcell 4700009024

distance 0.1

#5 · Ahmednagarcell 4660009136

distance 0.106 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000657

distance 0.117 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000124

distance 0.121 · cross-district

#8 · Parbhanicell 4890002817

distance 0.124 · cross-district

#9 · Parbhanicell 4890002403

distance 0.124 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000140

distance 0.125 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000139

distance 0.125 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000439

distance 0.126 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000164

distance 0.13 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000395

distance 0.132 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000352

distance 0.132 · cross-district

#16 · Parbhanicell 4890002475

distance 0.133 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000348

distance 0.133 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000611

distance 0.135 · 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":4700009026}}}'

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.