Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001928

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.346

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000337

distance 0.346 · cross-district

#2 · Beedcell 4700001343

distance 0.356 · cross-district

#3 · Chandrapurcell 4730001460

distance 0.361

#4 · Nagpurcell 4840000604

distance 0.367 · cross-district

#5 · Beedcell 4700001329

distance 0.38 · cross-district

#6 · Chandrapurcell 4730007226

distance 0.389

#7 · Chandrapurcell 4730004293

distance 0.392

#8 · Nagpurcell 4840004584

distance 0.404 · cross-district

#9 · Bhandaracell 4710001606

distance 0.405 · cross-district

#10 · Dharashivcell 4880000695

distance 0.412 · cross-district

#11 · Chandrapurcell 4730001663

distance 0.414

#12 · Parbhanicell 4890004284

distance 0.425 · cross-district

#13 · Buldhanacell 4720008007

distance 0.426 · cross-district

#14 · Nagpurcell 4840005577

distance 0.427 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003538

distance 0.429 · cross-district

#16 · Washimcell 4990003920

distance 0.43 · cross-district

#17 · Nagpurcell 4840005846

distance 0.432 · cross-district

#18 · Yavatmalcell 5000002787

distance 0.432 · 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":4730001928}}}'

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.