Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840003921

The MH-36 locality cells most similar to this Nagpur 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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004691

distance 0.257

#2 · Nagpurcell 4840004344

distance 0.277

#3 · Nagpurcell 4840005421

distance 0.297

#4 · Nagpurcell 4840004562

distance 0.312

#5 · Nagpurcell 4840005312

distance 0.315

#6 · Nagpurcell 4840004690

distance 0.316

#7 · Nagpurcell 4840004923

distance 0.318

#8 · Nagpurcell 4840003537

distance 0.318

#9 · Nagpurcell 4840004695

distance 0.32

#10 · Nagpurcell 4840003832

distance 0.328

#11 · Nagpurcell 4840008146

distance 0.332

#12 · Nagpurcell 4840006454

distance 0.337

#13 · Nagpurcell 4840004932

distance 0.34

#14 · Nagpurcell 4840005443

distance 0.343

#15 · Nagpurcell 4840002765

distance 0.346

#16 · Nagpurcell 4840004339

distance 0.347

#17 · Nagpurcell 4840006176

distance 0.35

#18 · Solapurcell 4960003384

distance 0.351 · 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":484,"cluster_id":4840003921}}}'

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.