Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003218

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

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750009674

distance 0.228 · cross-district

#2 · Gadchirolicell 4750007830

distance 0.243 · cross-district

#3 · Yavatmalcell 5000006010

distance 0.268 · cross-district

#4 · Gadchirolicell 4750007738

distance 0.279 · cross-district

#5 · Yavatmalcell 5000001833

distance 0.282 · cross-district

#6 · Washimcell 4990004205

distance 0.289 · cross-district

#7 · Solapurcell 4960011193

distance 0.292 · cross-district

#8 · Nandedcell 4850001944

distance 0.296 · cross-district

#9 · Yavatmalcell 5000010764

distance 0.299 · cross-district

#10 · Laturcell 4810004647

distance 0.306 · cross-district

#11 · Laturcell 4810003259

distance 0.306 · cross-district

#12 · Punecell 4900005675

distance 0.307 · cross-district

#13 · Yavatmalcell 5000003995

distance 0.309 · cross-district

#14 · Chandrapurcell 4730003715

distance 0.31

#15 · Ahmednagarcell 4660009578

distance 0.311 · cross-district

#16 · Akolacell 4670002282

distance 0.313 · cross-district

#17 · Wardhacell 4980002939

distance 0.313 · cross-district

#18 · Yavatmalcell 5000005533

distance 0.316 · 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":4730003218}}}'

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.