Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008770

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008811

distance 0.118

#2 · Jalnacell 4790000119

distance 0.158 · cross-district

#3 · Jalnacell 4790000231

distance 0.162 · cross-district

#4 · Washimcell 4990002389

distance 0.163 · cross-district

#5 · Jalnacell 4790000057

distance 0.172 · cross-district

#6 · Yavatmalcell 5000006149

distance 0.172 · cross-district

#7 · Jalgaoncell 4780003140

distance 0.184 · cross-district

#8 · Yavatmalcell 5000004874

distance 0.186 · cross-district

#9 · Beedcell 4700008444

distance 0.187

#10 · Washimcell 4990001517

distance 0.187 · cross-district

#11 · Beedcell 4700008449

distance 0.188

#12 · Yavatmalcell 5000005844

distance 0.192 · cross-district

#13 · Hingolicell 4770000036

distance 0.193 · cross-district

#14 · Parbhanicell 4890001472

distance 0.194 · cross-district

#15 · Parbhanicell 4890001550

distance 0.195 · cross-district

#16 · Yavatmalcell 5000002818

distance 0.196 · cross-district

#17 · Yavatmalcell 5000005365

distance 0.197 · cross-district

#18 · Beedcell 4700004837

distance 0.197

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":4700008770}}}'

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.