Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008726

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

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001031

distance 0.208 · cross-district

#2 · Laturcell 4810000062

distance 0.21 · cross-district

#3 · Buldhanacell 4720001372

distance 0.219 · cross-district

#4 · Jalgaoncell 4780003793

distance 0.221 · cross-district

#5 · Ahmednagarcell 4660011400

distance 0.231 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000123

distance 0.231 · cross-district

#7 · Laturcell 4810002070

distance 0.233 · cross-district

#8 · Nandedcell 4850001404

distance 0.236 · cross-district

#9 · Yavatmalcell 5000005168

distance 0.236 · cross-district

#10 · Yavatmalcell 5000001077

distance 0.239 · cross-district

#11 · Buldhanacell 4720001085

distance 0.243 · cross-district

#12 · Gondiacell 4760000118

distance 0.243 · cross-district

#13 · Yavatmalcell 5000005338

distance 0.248 · cross-district

#14 · Beedcell 4700008027

distance 0.254

#15 · Laturcell 4810005791

distance 0.256 · cross-district

#16 · Ahmednagarcell 4660012508

distance 0.26 · cross-district

#17 · Parbhanicell 4890001270

distance 0.261 · cross-district

#18 · Jalgaoncell 4780003063

distance 0.261 · 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":4700008726}}}'

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.