Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004320

The MH-36 locality cells most similar to this Beed 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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003831

distance 0.155 · cross-district

#2 · Solapurcell 4960011254

distance 0.162 · cross-district

#3 · Nandedcell 4850000672

distance 0.166 · cross-district

#4 · Amravaticell 4680004762

distance 0.171 · cross-district

#5 · Buldhanacell 4720003875

distance 0.188 · cross-district

#6 · Washimcell 4990003830

distance 0.192 · cross-district

#7 · Jalgaoncell 4780000317

distance 0.192 · cross-district

#8 · Gadchirolicell 4750011656

distance 0.194 · cross-district

#9 · Laturcell 4810002068

distance 0.197 · cross-district

#10 · Dharashivcell 4880000724

distance 0.199 · cross-district

#11 · Amravaticell 4680006194

distance 0.199 · cross-district

#12 · Buldhanacell 4720003106

distance 0.204 · cross-district

#13 · Jalgaoncell 4780002462

distance 0.205 · cross-district

#14 · Gadchirolicell 4750010373

distance 0.207 · cross-district

#15 · Yavatmalcell 5000010275

distance 0.207 · cross-district

#16 · Buldhanacell 4720004876

distance 0.207 · cross-district

#17 · Jalgaoncell 4780000927

distance 0.21 · cross-district

#18 · Jalgaoncell 4780002460

distance 0.21 · 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":470,"cluster_id":4700004320}}}'

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.