Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007690

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.309

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001575

distance 0.309

#2 · Wardhacell 4980002349

distance 0.324 · cross-district

#3 · Yavatmalcell 5000006560

distance 0.324 · cross-district

#4 · Washimcell 4990002254

distance 0.341 · cross-district

#5 · Chandrapurcell 4730003939

distance 0.343

#6 · Nandedcell 4850009012

distance 0.344 · cross-district

#7 · Wardhacell 4980002109

distance 0.345 · cross-district

#8 · Chandrapurcell 4730004498

distance 0.353

#9 · Yavatmalcell 5000006876

distance 0.357 · cross-district

#10 · Wardhacell 4980001074

distance 0.357 · cross-district

#11 · Yavatmalcell 5000010965

distance 0.359 · cross-district

#12 · Chandrapurcell 4730003349

distance 0.362

#13 · Wardhacell 4980000179

distance 0.362 · cross-district

#14 · Chandrapurcell 4730004290

distance 0.367

#15 · Chandrapurcell 4730007111

distance 0.367

#16 · Washimcell 4990000874

distance 0.367 · cross-district

#17 · Yavatmalcell 5000005556

distance 0.368 · cross-district

#18 · Yavatmalcell 5000010803

distance 0.368 · 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":4730007690}}}'

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.