Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840006821

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002440

distance 0.263 · cross-district

#2 · Nagpurcell 4840005592

distance 0.268

#3 · Nagpurcell 4840008249

distance 0.276

#4 · Nagpurcell 4840002241

distance 0.277

#5 · Nagpurcell 4840006007

distance 0.285

#6 · Akolacell 4670001218

distance 0.286 · cross-district

#7 · Gondiacell 4760003315

distance 0.309 · cross-district

#8 · Nagpurcell 4840006916

distance 0.312

#9 · Nagpurcell 4840002513

distance 0.313

#10 · Amravaticell 4680005626

distance 0.315 · cross-district

#11 · Nagpurcell 4840006925

distance 0.318

#12 · Nagpurcell 4840001219

distance 0.319

#13 · Bhandaracell 4710002815

distance 0.32 · cross-district

#14 · Nagpurcell 4840005569

distance 0.322

#15 · Nagpurcell 4840006460

distance 0.322

#16 · Akolacell 4670001217

distance 0.327 · cross-district

#17 · Nagpurcell 4840006717

distance 0.327

#18 · Buldhanacell 4720005902

distance 0.328 · 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":4840006821}}}'

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.