Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002334

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002161

distance 0.171

#2 · Parbhanicell 4890000048

distance 0.178 · cross-district

#3 · Parbhanicell 4890000509

distance 0.183 · cross-district

#4 · Nandedcell 4850001678

distance 0.184

#5 · Laturcell 4810005677

distance 0.184 · cross-district

#6 · Parbhanicell 4890000239

distance 0.188 · cross-district

#7 · Nandedcell 4850003262

distance 0.188

#8 · Nandedcell 4850001048

distance 0.19

#9 · Parbhanicell 4890000510

distance 0.191 · cross-district

#10 · Laturcell 4810005424

distance 0.194 · cross-district

#11 · Laturcell 4810006171

distance 0.195 · cross-district

#12 · Parbhanicell 4890000465

distance 0.198 · cross-district

#13 · Laturcell 4810005698

distance 0.199 · cross-district

#14 · Beedcell 4700001654

distance 0.199 · cross-district

#15 · Laturcell 4810005964

distance 0.2 · cross-district

#16 · Parbhanicell 4890000200

distance 0.202 · cross-district

#17 · Parbhanicell 4890000780

distance 0.204 · cross-district

#18 · Dharashivcell 4880005355

distance 0.211 · 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":4850002334}}}'

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.