Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004095

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 14 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750007602

distance 0.281 · cross-district

#2 · Yavatmalcell 5000010134

distance 0.338 · cross-district

#3 · Yavatmalcell 5000003252

distance 0.35 · cross-district

#4 · Solapurcell 4960004849

distance 0.354 · cross-district

#5 · Ahmednagarcell 4660003981

distance 0.375 · cross-district

#6 · Wardhacell 4980000807

distance 0.389 · cross-district

#7 · Akolacell 4670000505

distance 0.395 · cross-district

#8 · Solapurcell 4960005064

distance 0.401 · cross-district

#9 · Amravaticell 4680005879

distance 0.403 · cross-district

#10 · Punecell 4900004990

distance 0.404 · cross-district

#11 · Nagpurcell 4840004501

distance 0.408 · cross-district

#12 · Ahmednagarcell 4660009241

distance 0.41 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002690

distance 0.413 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000175

distance 0.414 · cross-district

#15 · Buldhanacell 4720004309

distance 0.417 · cross-district

#16 · Kolhapurcell 4800004331

distance 0.421 · cross-district

#17 · Laturcell 4810000052

distance 0.425 · cross-district

#18 · Nandedcell 4850002059

distance 0.426 · 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":4730004095}}}'

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.