Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000401

The MH-36 locality cells most similar to this Nanded 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

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000403

distance 0.112

#2 · Nandedcell 4850000603

distance 0.115

#3 · Nandedcell 4850000788

distance 0.131

#4 · Washimcell 4990003312

distance 0.14 · cross-district

#5 · Washimcell 4990003311

distance 0.16 · cross-district

#6 · Nandedcell 4850000376

distance 0.165

#7 · Dharashivcell 4880001523

distance 0.166 · cross-district

#8 · Yavatmalcell 5000009391

distance 0.172 · cross-district

#9 · Dharashivcell 4880001340

distance 0.172 · cross-district

#10 · Beedcell 4700008668

distance 0.173 · cross-district

#11 · Washimcell 4990001964

distance 0.174 · cross-district

#12 · Yavatmalcell 5000010635

distance 0.175 · cross-district

#13 · Washimcell 4990004196

distance 0.175 · cross-district

#14 · Beedcell 4700008456

distance 0.177 · cross-district

#15 · Nandedcell 4850000484

distance 0.178

#16 · Jalnacell 4790000001

distance 0.178 · cross-district

#17 · Washimcell 4990004165

distance 0.178 · cross-district

#18 · Chandrapurcell 4730006957

distance 0.178 · 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":485,"cluster_id":4850000401}}}'

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.