Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008468

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008464

distance 0.121

#2 · Nandedcell 4850008520

distance 0.127

#3 · Nandedcell 4850008570

distance 0.171

#4 · Nagpurcell 4840006413

distance 0.195 · cross-district

#5 · Nagpurcell 4840007055

distance 0.196 · cross-district

#6 · Nandedcell 4850008413

distance 0.196

#7 · Nagpurcell 4840007154

distance 0.198 · cross-district

#8 · Nandedcell 4850008369

distance 0.201

#9 · Nandedcell 4850008599

distance 0.202

#10 · Jalnacell 4790001880

distance 0.202 · cross-district

#11 · Beedcell 4700008887

distance 0.206 · cross-district

#12 · Yavatmalcell 5000001828

distance 0.207 · cross-district

#13 · Nandedcell 4850008351

distance 0.21

#14 · Nagpurcell 4840006538

distance 0.212 · cross-district

#15 · Nandedcell 4850008321

distance 0.217

#16 · Gondiacell 4760000060

distance 0.219 · cross-district

#17 · Gadchirolicell 4750011902

distance 0.219 · cross-district

#18 · Buldhanacell 4720002610

distance 0.219 · 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":4850008468}}}'

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.