Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840005708

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

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005839

distance 0.091

#2 · Nagpurcell 4840005709

distance 0.111

#3 · Wardhacell 4980000198

distance 0.132 · cross-district

#4 · Wardhacell 4980002281

distance 0.142 · cross-district

#5 · Wardhacell 4980000568

distance 0.144 · cross-district

#6 · Wardhacell 4980000170

distance 0.147 · cross-district

#7 · Wardhacell 4980000564

distance 0.151 · cross-district

#8 · Nagpurcell 4840000727

distance 0.153

#9 · Wardhacell 4980000716

distance 0.155 · cross-district

#10 · Wardhacell 4980002114

distance 0.158 · cross-district

#11 · Wardhacell 4980001459

distance 0.159 · cross-district

#12 · Wardhacell 4980000392

distance 0.161 · cross-district

#13 · Wardhacell 4980000498

distance 0.162 · cross-district

#14 · Wardhacell 4980001858

distance 0.166 · cross-district

#15 · Nagpurcell 4840005319

distance 0.167

#16 · Chandrapurcell 4730006589

distance 0.167 · cross-district

#17 · Wardhacell 4980001541

distance 0.168 · cross-district

#18 · Wardhacell 4980000107

distance 0.17 · 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":4840005708}}}'

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.