Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006542

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003580

distance 0.158

#2 · Chandrapurcell 4730007101

distance 0.164

#3 · Chandrapurcell 4730006389

distance 0.175

#4 · Yavatmalcell 5000003288

distance 0.176 · cross-district

#5 · Nandedcell 4850009026

distance 0.184 · cross-district

#6 · Gondiacell 4760000262

distance 0.186 · cross-district

#7 · Gondiacell 4760000070

distance 0.189 · cross-district

#8 · Chandrapurcell 4730003225

distance 0.19

#9 · Chandrapurcell 4730004666

distance 0.195

#10 · Chandrapurcell 4730007114

distance 0.195

#11 · Chandrapurcell 4730006618

distance 0.195

#12 · Yavatmalcell 5000007322

distance 0.195 · cross-district

#13 · Chandrapurcell 4730008588

distance 0.196

#14 · Chandrapurcell 4730008553

distance 0.196

#15 · Chandrapurcell 4730003223

distance 0.196

#16 · Gadchirolicell 4750010500

distance 0.197 · cross-district

#17 · Nagpurcell 4840000042

distance 0.199 · cross-district

#18 · Chandrapurcell 4730006839

distance 0.199

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":4730006542}}}'

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.