Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003813

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005921

distance 0.147 · cross-district

#2 · Laturcell 4810005566

distance 0.173 · cross-district

#3 · Nandedcell 4850003663

distance 0.174

#4 · Beedcell 4700000958

distance 0.175 · cross-district

#5 · Parbhanicell 4890000842

distance 0.177 · cross-district

#6 · Nandedcell 4850003584

distance 0.179

#7 · Parbhanicell 4890000647

distance 0.184 · cross-district

#8 · Nandedcell 4850003251

distance 0.184

#9 · Nandedcell 4850002790

distance 0.193

#10 · Nandedcell 4850003739

distance 0.194

#11 · Parbhanicell 4890000550

distance 0.195 · cross-district

#12 · Parbhanicell 4890001388

distance 0.195 · cross-district

#13 · Laturcell 4810005625

distance 0.202 · cross-district

#14 · Nandedcell 4850003664

distance 0.203

#15 · Nandedcell 4850003958

distance 0.205

#16 · Laturcell 4810005844

distance 0.205 · cross-district

#17 · Parbhanicell 4890000171

distance 0.206 · cross-district

#18 · Laturcell 4810005429

distance 0.206 · 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":4850003813}}}'

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.