Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007371

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 8 distinct districts

Index confidence

0.91

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 · Parbhanicell 4890002631

distance 0.163 · cross-district

#2 · Parbhanicell 4890002388

distance 0.166 · cross-district

#3 · Beedcell 4700007373

distance 0.188

#4 · Dharashivcell 4880000886

distance 0.198 · cross-district

#5 · Jalgaoncell 4780006259

distance 0.2 · cross-district

#6 · Parbhanicell 4890000845

distance 0.216 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000316

distance 0.216 · cross-district

#8 · Parbhanicell 4890001719

distance 0.219 · cross-district

#9 · Beedcell 4700005327

distance 0.225

#10 · Solapurcell 4960005464

distance 0.227 · cross-district

#11 · Nandedcell 4850003969

distance 0.229 · cross-district

#12 · Beedcell 4700004145

distance 0.23

#13 · Parbhanicell 4890003225

distance 0.23 · cross-district

#14 · Solapurcell 4960005312

distance 0.232 · cross-district

#15 · Beedcell 4700008281

distance 0.232

#16 · Buldhanacell 4720001142

distance 0.236 · cross-district

#17 · Solapurcell 4960005161

distance 0.238 · cross-district

#18 · Parbhanicell 4890002481

distance 0.238 · 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":4700007371}}}'

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.