Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008566

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

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002686

distance 0.204

#2 · Nandedcell 4850008717

distance 0.208

#3 · Beedcell 4700007184

distance 0.228 · cross-district

#4 · Beedcell 4700007442

distance 0.231 · cross-district

#5 · Yavatmalcell 5000000945

distance 0.234 · cross-district

#6 · Jalnacell 4790002464

distance 0.237 · cross-district

#7 · Yavatmalcell 5000003278

distance 0.248 · cross-district

#8 · Akolacell 4670000027

distance 0.253 · cross-district

#9 · Buldhanacell 4720001700

distance 0.258 · cross-district

#10 · Nandedcell 4850002500

distance 0.258

#11 · Washimcell 4990002010

distance 0.259 · cross-district

#12 · Nandedcell 4850002410

distance 0.262

#13 · Yavatmalcell 5000001117

distance 0.265 · cross-district

#14 · Washimcell 4990001751

distance 0.268 · cross-district

#15 · Yavatmalcell 5000001598

distance 0.271 · cross-district

#16 · Jalnacell 4790001963

distance 0.272 · cross-district

#17 · Yavatmalcell 5000001476

distance 0.274 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000432

distance 0.278 · 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":4850008566}}}'

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.