Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006946

The MH-36 locality cells most similar to this Chandrapur 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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006939

distance 0.124

#2 · Chandrapurcell 4730007038

distance 0.132

#3 · Wardhacell 4980000120

distance 0.133 · cross-district

#4 · Chandrapurcell 4730007063

distance 0.135

#5 · Nagpurcell 4840006259

distance 0.138 · cross-district

#6 · Yavatmalcell 5000008923

distance 0.144 · cross-district

#7 · Chandrapurcell 4730006814

distance 0.145

#8 · Chandrapurcell 4730006588

distance 0.151

#9 · Yavatmalcell 5000008073

distance 0.156 · cross-district

#10 · Bhandaracell 4710001571

distance 0.161 · cross-district

#11 · Nagpurcell 4840004609

distance 0.161 · cross-district

#12 · Wardhacell 4980000077

distance 0.162 · cross-district

#13 · Chandrapurcell 4730006589

distance 0.162

#14 · Yavatmalcell 5000008165

distance 0.163 · cross-district

#15 · Chandrapurcell 4730007172

distance 0.163

#16 · Chandrapurcell 4730006833

distance 0.165

#17 · Wardhacell 4980000446

distance 0.165 · cross-district

#18 · Wardhacell 4980000498

distance 0.166 · 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":473,"cluster_id":4730006946}}}'

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.