Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840008321

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.049

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840008269

distance 0.049

#2 · Nagpurcell 4840008324

distance 0.079

#3 · Wardhacell 4980004164

distance 0.083 · cross-district

#4 · Nagpurcell 4840001405

distance 0.084

#5 · Nagpurcell 4840002212

distance 0.096

#6 · Nagpurcell 4840007511

distance 0.101

#7 · Nagpurcell 4840007119

distance 0.103

#8 · Wardhacell 4980003479

distance 0.103 · cross-district

#9 · Wardhacell 4980004165

distance 0.103 · cross-district

#10 · Amravaticell 4680005077

distance 0.104 · cross-district

#11 · Nagpurcell 4840001932

distance 0.104

#12 · Wardhacell 4980003931

distance 0.105 · cross-district

#13 · Nagpurcell 4840007410

distance 0.106

#14 · Wardhacell 4980004163

distance 0.106 · cross-district

#15 · Nagpurcell 4840002119

distance 0.109

#16 · Wardhacell 4980003878

distance 0.109 · cross-district

#17 · Nagpurcell 4840007220

distance 0.109

#18 · Wardhacell 4980003936

distance 0.112 · 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":4840008321}}}'

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.