Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001197

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001189

distance 0.192

#2 · Nandedcell 4850001139

distance 0.199

#3 · Jalgaoncell 4780008500

distance 0.205 · cross-district

#4 · Beedcell 4700008564

distance 0.206 · cross-district

#5 · Jalgaoncell 4780007444

distance 0.213 · cross-district

#6 · Nandedcell 4850002760

distance 0.217

#7 · Beedcell 4700008646

distance 0.224 · cross-district

#8 · Nandedcell 4850001585

distance 0.229

#9 · Beedcell 4700007122

distance 0.23 · cross-district

#10 · Yavatmalcell 5000005207

distance 0.232 · cross-district

#11 · Nandedcell 4850002062

distance 0.232

#12 · Nandedcell 4850001306

distance 0.233

#13 · Nandedcell 4850001892

distance 0.234

#14 · Beedcell 4700008192

distance 0.235 · cross-district

#15 · Laturcell 4810005150

distance 0.235 · cross-district

#16 · Nandedcell 4850001375

distance 0.236

#17 · Sanglicell 4930000576

distance 0.236 · cross-district

#18 · Ahmednagarcell 4660011743

distance 0.237 · 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":4850001197}}}'

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.