Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005691

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009688

distance 0.264

#2 · Nagpurcell 4840006116

distance 0.277 · cross-district

#3 · Chandrapurcell 4730008995

distance 0.283

#4 · Gadchirolicell 4750011777

distance 0.29 · cross-district

#5 · Nagpurcell 4840006927

distance 0.293 · cross-district

#6 · Amravaticell 4680004811

distance 0.295 · cross-district

#7 · Chandrapurcell 4730006029

distance 0.298

#8 · Yavatmalcell 5000007306

distance 0.298 · cross-district

#9 · Jalgaoncell 4780000265

distance 0.299 · cross-district

#10 · Yavatmalcell 5000008925

distance 0.313 · cross-district

#11 · Chandrapurcell 4730006032

distance 0.316

#12 · Chandrapurcell 4730009263

distance 0.316

#13 · Chandrapurcell 4730005686

distance 0.317

#14 · Yavatmalcell 5000010959

distance 0.318 · cross-district

#15 · Chandrapurcell 4730006891

distance 0.318

#16 · Nagpurcell 4840002352

distance 0.321 · cross-district

#17 · Chandrapurcell 4730006250

distance 0.331

#18 · Nagpurcell 4840006106

distance 0.331 · 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":4730005691}}}'

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.