Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840005621

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004739

distance 0.084

#2 · Nagpurcell 4840005231

distance 0.103

#3 · Nagpurcell 4840005234

distance 0.113

#4 · Nagpurcell 4840006005

distance 0.128

#5 · Nagpurcell 4840004984

distance 0.129

#6 · Akolacell 4670001102

distance 0.134 · cross-district

#7 · Akolacell 4670000678

distance 0.146 · cross-district

#8 · Nagpurcell 4840004856

distance 0.147

#9 · Buldhanacell 4720006483

distance 0.149 · cross-district

#10 · Buldhanacell 4720004594

distance 0.151 · cross-district

#11 · Nagpurcell 4840003112

distance 0.153

#12 · Nagpurcell 4840005107

distance 0.154

#13 · Akolacell 4670001045

distance 0.154 · cross-district

#14 · Akolacell 4670000553

distance 0.154 · cross-district

#15 · Akolacell 4670001101

distance 0.155 · cross-district

#16 · Akolacell 4670000928

distance 0.158 · cross-district

#17 · Nagpurcell 4840003984

distance 0.158

#18 · Amravaticell 4680001376

distance 0.16 · 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":4840005621}}}'

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.