Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006389

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

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000903

distance 0.154 · cross-district

#2 · Wardhacell 4980000514

distance 0.17 · cross-district

#3 · Chandrapurcell 4730007114

distance 0.171

#4 · Wardhacell 4980000904

distance 0.173 · cross-district

#5 · Chandrapurcell 4730006542

distance 0.175

#6 · Chandrapurcell 4730008553

distance 0.177

#7 · Yavatmalcell 5000007208

distance 0.181 · cross-district

#8 · Chandrapurcell 4730008038

distance 0.183

#9 · Nandedcell 4850009026

distance 0.183 · cross-district

#10 · Gadchirolicell 4750010500

distance 0.184 · cross-district

#11 · Chandrapurcell 4730006616

distance 0.184

#12 · Yavatmalcell 5000006153

distance 0.184 · cross-district

#13 · Chandrapurcell 4730007070

distance 0.188

#14 · Chandrapurcell 4730003580

distance 0.189

#15 · Nagpurcell 4840001542

distance 0.189 · cross-district

#16 · Chandrapurcell 4730004968

distance 0.19

#17 · Chandrapurcell 4730006721

distance 0.19

#18 · Nandedcell 4850008955

distance 0.19 · 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":4730006389}}}'

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.