Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002497

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001746

distance 0.185

#2 · Nandedcell 4850001822

distance 0.193

#3 · Beedcell 4700007238

distance 0.213 · cross-district

#4 · Nandedcell 4850001013

distance 0.215

#5 · Nandedcell 4850001588

distance 0.22

#6 · Jalgaoncell 4780005532

distance 0.224 · cross-district

#7 · Buldhanacell 4720002300

distance 0.225 · cross-district

#8 · Jalnacell 4790003059

distance 0.227 · cross-district

#9 · Beedcell 4700000650

distance 0.23 · cross-district

#10 · Beedcell 4700004764

distance 0.231 · cross-district

#11 · Beedcell 4700007409

distance 0.231 · cross-district

#12 · Laturcell 4810001028

distance 0.232 · cross-district

#13 · Beedcell 4700000263

distance 0.234 · cross-district

#14 · Washimcell 4990003092

distance 0.235 · cross-district

#15 · Jalgaoncell 4780001860

distance 0.236 · cross-district

#16 · Beedcell 4700006655

distance 0.236 · cross-district

#17 · Beedcell 4700000577

distance 0.236 · cross-district

#18 · Jalnacell 4790000767

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":4850002497}}}'

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.