Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004901

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004902

distance 0.145

#2 · Wardhacell 4980001095

distance 0.175 · cross-district

#3 · Chandrapurcell 4730007115

distance 0.179

#4 · Wardhacell 4980000668

distance 0.18 · cross-district

#5 · Chandrapurcell 4730003582

distance 0.184

#6 · Chandrapurcell 4730006843

distance 0.185

#7 · Chandrapurcell 4730008142

distance 0.188

#8 · Chandrapurcell 4730007068

distance 0.188

#9 · Yavatmalcell 5000004875

distance 0.188 · cross-district

#10 · Jalgaoncell 4780002434

distance 0.188 · cross-district

#11 · Yavatmalcell 5000007733

distance 0.19 · cross-district

#12 · Yavatmalcell 5000009529

distance 0.191 · cross-district

#13 · Wardhacell 4980000538

distance 0.192 · cross-district

#14 · Wardhacell 4980000304

distance 0.193 · cross-district

#15 · Chandrapurcell 4730006949

distance 0.194

#16 · Chandrapurcell 4730003908

distance 0.195

#17 · Chandrapurcell 4730008050

distance 0.195

#18 · Chandrapurcell 4730004998

distance 0.197

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":4730004901}}}'

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.