Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840003513

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.039

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003520

distance 0.039

#2 · Nagpurcell 4840003331

distance 0.06

#3 · Nagpurcell 4840003809

distance 0.076

#4 · Bhandaracell 4710001953

distance 0.084 · cross-district

#5 · Nagpurcell 4840002472

distance 0.089

#6 · Nagpurcell 4840002945

distance 0.089

#7 · Nagpurcell 4840001559

distance 0.102

#8 · Nagpurcell 4840003710

distance 0.105

#9 · Nagpurcell 4840004207

distance 0.108

#10 · Nagpurcell 4840003512

distance 0.11

#11 · Nagpurcell 4840002190

distance 0.11

#12 · Nagpurcell 4840002187

distance 0.111

#13 · Nagpurcell 4840001913

distance 0.111

#14 · Nagpurcell 4840004422

distance 0.116

#15 · Nagpurcell 4840001558

distance 0.122

#16 · Nagpurcell 4840002275

distance 0.122

#17 · Nagpurcell 4840004312

distance 0.123

#18 · Nagpurcell 4840003711

distance 0.124

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":4840003513}}}'

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.