Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008170

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008355

distance 0.153

#2 · Beedcell 4700005113

distance 0.17

#3 · Dharashivcell 4880000286

distance 0.171 · cross-district

#4 · Beedcell 4700000652

distance 0.173

#5 · Washimcell 4990002561

distance 0.174 · cross-district

#6 · Beedcell 4700007980

distance 0.176

#7 · Buldhanacell 4720001239

distance 0.177 · cross-district

#8 · Jalnacell 4790003130

distance 0.178 · cross-district

#9 · Beedcell 4700002044

distance 0.178

#10 · Beedcell 4700008719

distance 0.179

#11 · Laturcell 4810001041

distance 0.179 · cross-district

#12 · Beedcell 4700002866

distance 0.18

#13 · Jalnacell 4790003641

distance 0.18 · cross-district

#14 · Beedcell 4700004989

distance 0.181

#15 · Laturcell 4810000775

distance 0.181 · cross-district

#16 · Laturcell 4810000256

distance 0.182 · cross-district

#17 · Laturcell 4810001560

distance 0.182 · cross-district

#18 · Jalnacell 4790003829

distance 0.185 · 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":4700008170}}}'

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.