Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007443

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000967

distance 0.13 · cross-district

#2 · Jalnacell 4790001091

distance 0.167 · cross-district

#3 · Washimcell 4990003081

distance 0.169 · cross-district

#4 · Ahmednagarcell 4660012690

distance 0.17 · cross-district

#5 · Dharashivcell 4880006017

distance 0.175 · cross-district

#6 · Ahmednagarcell 4660012548

distance 0.176 · cross-district

#7 · Wardhacell 4980003654

distance 0.177 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000787

distance 0.181 · cross-district

#9 · Jalnacell 4790001728

distance 0.181 · cross-district

#10 · Beedcell 4700000937

distance 0.182

#11 · Buldhanacell 4720002809

distance 0.185 · cross-district

#12 · Nandedcell 4850000833

distance 0.189 · cross-district

#13 · Laturcell 4810000864

distance 0.193 · cross-district

#14 · Dharashivcell 4880002190

distance 0.196 · cross-district

#15 · Laturcell 4810001069

distance 0.197 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690008610

distance 0.197 · cross-district

#17 · Beedcell 4700007256

distance 0.198

#18 · Dharashivcell 4880006016

distance 0.199 · 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":4700007443}}}'

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.