Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003915

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750008037

distance 0.244 · cross-district

#2 · Chandrapurcell 4730005169

distance 0.246

#3 · Nandedcell 4850002601

distance 0.259 · cross-district

#4 · Yavatmalcell 5000011202

distance 0.262 · cross-district

#5 · Gondiacell 4760001044

distance 0.269 · cross-district

#6 · Washimcell 4990001343

distance 0.271 · cross-district

#7 · Chandrapurcell 4730007476

distance 0.277

#8 · Chandrapurcell 4730003914

distance 0.278

#9 · Chandrapurcell 4730004191

distance 0.286

#10 · Yavatmalcell 5000010981

distance 0.287 · cross-district

#11 · Amravaticell 4680005251

distance 0.289 · cross-district

#12 · Chandrapurcell 4730006007

distance 0.29

#13 · Washimcell 4990003554

distance 0.291 · cross-district

#14 · Chandrapurcell 4730008730

distance 0.294

#15 · Gadchirolicell 4750009284

distance 0.295 · cross-district

#16 · Washimcell 4990003187

distance 0.296 · cross-district

#17 · Amravaticell 4680006321

distance 0.296 · cross-district

#18 · Chandrapurcell 4730002001

distance 0.297

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":4730003915}}}'

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.