Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004436

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004962

distance 0.264 · cross-district

#2 · Solapurcell 4960000482

distance 0.282 · cross-district

#3 · Nandedcell 4850001584

distance 0.286

#4 · Parbhanicell 4890001621

distance 0.287 · cross-district

#5 · Dharashivcell 4880005231

distance 0.287 · cross-district

#6 · Nandedcell 4850004664

distance 0.29

#7 · Dharashivcell 4880005164

distance 0.291 · cross-district

#8 · Dharashivcell 4880005343

distance 0.294 · cross-district

#9 · Beedcell 4700002170

distance 0.295 · cross-district

#10 · Dharashivcell 4880005364

distance 0.3 · cross-district

#11 · Nandedcell 4850005646

distance 0.301

#12 · Parbhanicell 4890001316

distance 0.301 · cross-district

#13 · Dharashivcell 4880005966

distance 0.305 · cross-district

#14 · Nandedcell 4850004312

distance 0.305

#15 · Nandedcell 4850003040

distance 0.306

#16 · Nandedcell 4850002855

distance 0.307

#17 · Beedcell 4700005597

distance 0.31 · cross-district

#18 · Dharashivcell 4880004319

distance 0.311 · 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":4850004436}}}'

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.