Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002708

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002805

distance 0.184

#2 · Nandedcell 4850002525

distance 0.195

#3 · Nandedcell 4850001842

distance 0.204

#4 · Nandedcell 4850001537

distance 0.209

#5 · Beedcell 4700004466

distance 0.215 · cross-district

#6 · Laturcell 4810001031

distance 0.219 · cross-district

#7 · Laturcell 4810004614

distance 0.224 · cross-district

#8 · Beedcell 4700003787

distance 0.226 · cross-district

#9 · Nandedcell 4850003262

distance 0.229

#10 · Beedcell 4700000956

distance 0.23 · cross-district

#11 · Dharashivcell 4880003397

distance 0.231 · cross-district

#12 · Nandedcell 4850001613

distance 0.232

#13 · Nandedcell 4850002909

distance 0.233

#14 · Laturcell 4810006144

distance 0.233 · cross-district

#15 · Nandedcell 4850001860

distance 0.233

#16 · Nandedcell 4850001688

distance 0.234

#17 · Parbhanicell 4890000115

distance 0.235 · cross-district

#18 · Sanglicell 4930001212

distance 0.236 · 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":4850002708}}}'

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.