Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008571

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720002154

distance 0.206 · cross-district

#2 · Beedcell 4700008060

distance 0.213 · cross-district

#3 · Beedcell 4700005756

distance 0.216 · cross-district

#4 · Nandedcell 4850003183

distance 0.228

#5 · Nandedcell 4850008144

distance 0.236

#6 · Yavatmalcell 5000002172

distance 0.239 · cross-district

#7 · Nandedcell 4850008943

distance 0.239

#8 · Ahmednagarcell 4660001307

distance 0.243 · cross-district

#9 · Nandedcell 4850003275

distance 0.243

#10 · Buldhanacell 4720002691

distance 0.244 · cross-district

#11 · Beedcell 4700007644

distance 0.245 · cross-district

#12 · Nagpurcell 4840007466

distance 0.246 · cross-district

#13 · Nandedcell 4850008902

distance 0.246

#14 · Nandedcell 4850003766

distance 0.248

#15 · Nandedcell 4850006756

distance 0.249

#16 · Nandedcell 4850007304

distance 0.25

#17 · Nandedcell 4850008120

distance 0.25

#18 · Beedcell 4700006447

distance 0.251 · 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":4850008571}}}'

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.