Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005482

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

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007176

distance 0.184 · cross-district

#2 · Yavatmalcell 5000008423

distance 0.184 · cross-district

#3 · Yavatmalcell 5000007958

distance 0.188 · cross-district

#4 · Nagpurcell 4840001962

distance 0.198 · cross-district

#5 · Chandrapurcell 4730006943

distance 0.204

#6 · Nagpurcell 4840005446

distance 0.213 · cross-district

#7 · Nagpurcell 4840004696

distance 0.219 · cross-district

#8 · Chandrapurcell 4730005577

distance 0.219

#9 · Nagpurcell 4840002152

distance 0.221 · cross-district

#10 · Yavatmalcell 5000007302

distance 0.223 · cross-district

#11 · Nagpurcell 4840003363

distance 0.224 · cross-district

#12 · Yavatmalcell 5000006854

distance 0.224 · cross-district

#13 · Nagpurcell 4840002540

distance 0.227 · cross-district

#14 · Nagpurcell 4840001435

distance 0.228 · cross-district

#15 · Wardhacell 4980001522

distance 0.23 · cross-district

#16 · Chandrapurcell 4730006361

distance 0.231

#17 · Nagpurcell 4840003890

distance 0.233 · cross-district

#18 · Yavatmalcell 5000007823

distance 0.234 · 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":4730005482}}}'

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.