Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003235

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005231

distance 0.281 · cross-district

#2 · Dharashivcell 4880004962

distance 0.286 · cross-district

#3 · Nandedcell 4850004838

distance 0.288

#4 · Nandedcell 4850003152

distance 0.291

#5 · Laturcell 4810004327

distance 0.294 · cross-district

#6 · Dharashivcell 4880001673

distance 0.294 · cross-district

#7 · Nandedcell 4850005646

distance 0.297

#8 · Nandedcell 4850002764

distance 0.298

#9 · Nandedcell 4850003040

distance 0.298

#10 · Laturcell 4810004911

distance 0.302 · cross-district

#11 · Nandedcell 4850002632

distance 0.303

#12 · Dharashivcell 4880004237

distance 0.306 · cross-district

#13 · Nandedcell 4850005136

distance 0.309

#14 · Dharashivcell 4880003406

distance 0.312 · cross-district

#15 · Dharashivcell 4880004670

distance 0.312 · cross-district

#16 · Nandedcell 4850004436

distance 0.312

#17 · Laturcell 4810005736

distance 0.312 · cross-district

#18 · Laturcell 4810004229

distance 0.314 · 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":4850003235}}}'

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.