Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003573

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.328

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006133

distance 0.328 · cross-district

#2 · Nandedcell 4850006625

distance 0.339

#3 · Parbhanicell 4890001387

distance 0.342 · cross-district

#4 · Yavatmalcell 5000000130

distance 0.342 · cross-district

#5 · Nandedcell 4850007598

distance 0.348

#6 · Laturcell 4810005513

distance 0.353 · cross-district

#7 · Nandedcell 4850002951

distance 0.355

#8 · Nandedcell 4850008748

distance 0.365

#9 · Washimcell 4990001836

distance 0.366 · cross-district

#10 · Nandedcell 4850003065

distance 0.366

#11 · Yavatmalcell 5000000502

distance 0.369 · cross-district

#12 · Nandedcell 4850004176

distance 0.373

#13 · Parbhanicell 4890002878

distance 0.375 · cross-district

#14 · Dharashivcell 4880004160

distance 0.377 · cross-district

#15 · Nandedcell 4850003910

distance 0.378

#16 · Nandedcell 4850005250

distance 0.378

#17 · Laturcell 4810002553

distance 0.384 · cross-district

#18 · Nandedcell 4850003513

distance 0.388

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":4850003573}}}'

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.