Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006017

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007953

distance 0.155 · cross-district

#2 · Yavatmalcell 5000006377

distance 0.191 · cross-district

#3 · Chandrapurcell 4730006251

distance 0.207

#4 · Yavatmalcell 5000005739

distance 0.22 · cross-district

#5 · Chandrapurcell 4730006364

distance 0.227

#6 · Chandrapurcell 4730005373

distance 0.228

#7 · Gadchirolicell 4750011592

distance 0.237 · cross-district

#8 · Wardhacell 4980000117

distance 0.253 · cross-district

#9 · Nagpurcell 4840004721

distance 0.261 · cross-district

#10 · Nagpurcell 4840007487

distance 0.267 · cross-district

#11 · Nagpurcell 4840006497

distance 0.269 · cross-district

#12 · Chandrapurcell 4730007467

distance 0.269

#13 · Gondiacell 4760001148

distance 0.27 · cross-district

#14 · Bhandaracell 4710002781

distance 0.272 · cross-district

#15 · Gadchirolicell 4750010534

distance 0.277 · cross-district

#16 · Yavatmalcell 5000003360

distance 0.28 · cross-district

#17 · Gadchirolicell 4750011606

distance 0.282 · cross-district

#18 · Chandrapurcell 4730006475

distance 0.288

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":4730006017}}}'

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.