Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005187

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004981

distance 0.131

#2 · Chandrapurcell 4730005184

distance 0.147

#3 · Chandrapurcell 4730005081

distance 0.153

#4 · Wardhacell 4980001722

distance 0.159 · cross-district

#5 · Wardhacell 4980001355

distance 0.161 · cross-district

#6 · Wardhacell 4980002081

distance 0.163 · cross-district

#7 · Chandrapurcell 4730008395

distance 0.172

#8 · Chandrapurcell 4730004612

distance 0.176

#9 · Wardhacell 4980000670

distance 0.182 · cross-district

#10 · Wardhacell 4980001352

distance 0.186 · cross-district

#11 · Chandrapurcell 4730005079

distance 0.187

#12 · Yavatmalcell 5000003607

distance 0.187 · cross-district

#13 · Wardhacell 4980002171

distance 0.188 · cross-district

#14 · Nagpurcell 4840005462

distance 0.188 · cross-district

#15 · Chandrapurcell 4730003077

distance 0.19

#16 · Nandedcell 4850002694

distance 0.191 · cross-district

#17 · Hingolicell 4770003572

distance 0.191 · cross-district

#18 · Chandrapurcell 4730001481

distance 0.191

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":4730005187}}}'

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.