Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003571

The MH-36 locality cells most similar to this Hingoli 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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003578

distance 0.163

#2 · Washimcell 4990000311

distance 0.165 · cross-district

#3 · Amravaticell 4680001143

distance 0.184 · cross-district

#4 · Buldhanacell 4720005714

distance 0.185 · cross-district

#5 · Buldhanacell 4720006165

distance 0.187 · cross-district

#6 · Buldhanacell 4720005566

distance 0.188 · cross-district

#7 · Amravaticell 4680003364

distance 0.197 · cross-district

#8 · Akolacell 4670003482

distance 0.197 · cross-district

#9 · Akolacell 4670000123

distance 0.198 · cross-district

#10 · Parbhanicell 4890003160

distance 0.2 · cross-district

#11 · Amravaticell 4680003880

distance 0.202 · cross-district

#12 · Amravaticell 4680006733

distance 0.204 · cross-district

#13 · Amravaticell 4680001779

distance 0.204 · cross-district

#14 · Solapurcell 4960010393

distance 0.206 · cross-district

#15 · Parbhanicell 4890000736

distance 0.206 · cross-district

#16 · Amravaticell 4680004462

distance 0.207 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001087

distance 0.208 · cross-district

#18 · Washimcell 4990000722

distance 0.209 · 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":477,"cluster_id":4770003571}}}'

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.