Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840007321

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

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007213

distance 0.082

#2 · Nagpurcell 4840007505

distance 0.115

#3 · Nagpurcell 4840008026

distance 0.119

#4 · Wardhacell 4980003644

distance 0.119 · cross-district

#5 · Nagpurcell 4840006599

distance 0.123

#6 · Nagpurcell 4840007588

distance 0.127

#7 · Nagpurcell 4840002603

distance 0.129

#8 · Nagpurcell 4840007195

distance 0.13

#9 · Nagpurcell 4840006588

distance 0.13

#10 · Nagpurcell 4840007320

distance 0.133

#11 · Nagpurcell 4840006713

distance 0.135

#12 · Nagpurcell 4840006575

distance 0.136

#13 · Nagpurcell 4840007308

distance 0.136

#14 · Nagpurcell 4840001845

distance 0.138

#15 · Nagpurcell 4840006347

distance 0.138

#16 · Nagpurcell 4840008088

distance 0.141

#17 · Wardhacell 4980003640

distance 0.142 · cross-district

#18 · Amravaticell 4680004682

distance 0.145 · 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":4840007321}}}'

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.