Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007243

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007344

distance 0.134

#2 · Jalnacell 4790001120

distance 0.177 · cross-district

#3 · Jalnacell 4790001345

distance 0.18 · cross-district

#4 · Parbhanicell 4890004327

distance 0.183 · cross-district

#5 · Jalnacell 4790003829

distance 0.187 · cross-district

#6 · Solapurcell 4960001927

distance 0.19 · cross-district

#7 · Jalnacell 4790000362

distance 0.197 · cross-district

#8 · Laturcell 4810000370

distance 0.198 · cross-district

#9 · Laturcell 4810000474

distance 0.198 · cross-district

#10 · Buldhanacell 4720001140

distance 0.208 · cross-district

#11 · Laturcell 4810001329

distance 0.211 · cross-district

#12 · Beedcell 4700008758

distance 0.212

#13 · Chhatrapati Sambhajinagarcell 4690000318

distance 0.215 · cross-district

#14 · Amravaticell 4680001969

distance 0.215 · cross-district

#15 · Dharashivcell 4880000286

distance 0.216 · cross-district

#16 · Jalnacell 4790002517

distance 0.216 · cross-district

#17 · Amravaticell 4680001087

distance 0.217 · cross-district

#18 · Parbhanicell 4890002163

distance 0.218 · 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":4700007243}}}'

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.