Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003262

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

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810006144

distance 0.173 · cross-district

#2 · Nandedcell 4850002334

distance 0.188

#3 · Nandedcell 4850003346

distance 0.194

#4 · Nandedcell 4850003453

distance 0.196

#5 · Nandedcell 4850001040

distance 0.196

#6 · Beedcell 4700001654

distance 0.197 · cross-district

#7 · Laturcell 4810005866

distance 0.197 · cross-district

#8 · Parbhanicell 4890000510

distance 0.202 · cross-district

#9 · Laturcell 4810005097

distance 0.203 · cross-district

#10 · Nandedcell 4850004314

distance 0.203

#11 · Nandedcell 4850003067

distance 0.204

#12 · Nandedcell 4850001678

distance 0.204

#13 · Parbhanicell 4890000115

distance 0.205 · cross-district

#14 · Beedcell 4700000956

distance 0.206 · cross-district

#15 · Nandedcell 4850001612

distance 0.206

#16 · Hingolicell 4770000031

distance 0.207 · cross-district

#17 · Hingolicell 4770000297

distance 0.208 · cross-district

#18 · Nandedcell 4850002107

distance 0.209

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":4850003262}}}'

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.