Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840002321

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 4 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.326

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002970

distance 0.326

#2 · Nagpurcell 4840003667

distance 0.342

#3 · Nagpurcell 4840002320

distance 0.368

#4 · Bhandaracell 4710000469

distance 0.369 · cross-district

#5 · Nagpurcell 4840001852

distance 0.375

#6 · Nagpurcell 4840003952

distance 0.388

#7 · Nagpurcell 4840007520

distance 0.391

#8 · Nagpurcell 4840001850

distance 0.401

#9 · Nagpurcell 4840004165

distance 0.402

#10 · Yavatmalcell 5000006097

distance 0.403 · cross-district

#11 · Nagpurcell 4840002971

distance 0.406

#12 · Nagpurcell 4840003951

distance 0.411

#13 · Nagpurcell 4840001756

distance 0.418

#14 · Nagpurcell 4840001755

distance 0.421

#15 · Chandrapurcell 4730006933

distance 0.434 · cross-district

#16 · Nagpurcell 4840007605

distance 0.436

#17 · Yavatmalcell 5000004058

distance 0.437 · cross-district

#18 · Yavatmalcell 5000003166

distance 0.446 · 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":4840002321}}}'

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.