Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001760

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 9 distinct districts

Index confidence

0.91

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 4850003427

distance 0.184

#2 · Parbhanicell 4890000199

distance 0.264 · cross-district

#3 · Washimcell 4990001455

distance 0.278 · cross-district

#4 · Jalnacell 4790003056

distance 0.283 · cross-district

#5 · Laturcell 4810001175

distance 0.285 · cross-district

#6 · Dharashivcell 4880003084

distance 0.287 · cross-district

#7 · Nandedcell 4850004242

distance 0.291

#8 · Nandedcell 4850001153

distance 0.3

#9 · Nandedcell 4850002712

distance 0.303

#10 · Dharashivcell 4880002710

distance 0.305 · cross-district

#11 · Dharashivcell 4880005736

distance 0.305 · cross-district

#12 · Buldhanacell 4720002288

distance 0.315 · cross-district

#13 · Laturcell 4810000288

distance 0.319 · cross-district

#14 · Nandedcell 4850000644

distance 0.325

#15 · Dharashivcell 4880004969

distance 0.33 · cross-district

#16 · Nagpurcell 4840007559

distance 0.331 · cross-district

#17 · Nandedcell 4850002437

distance 0.331

#18 · Beedcell 4700006020

distance 0.338 · 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":4850001760}}}'

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.