Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005586

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004442

distance 0.196 · cross-district

#2 · Parbhanicell 4890000738

distance 0.202 · cross-district

#3 · Beedcell 4700005578

distance 0.205

#4 · Solapurcell 4960009265

distance 0.205 · cross-district

#5 · Buldhanacell 4720005400

distance 0.212 · cross-district

#6 · Akolacell 4670002137

distance 0.218 · cross-district

#7 · Beedcell 4700005286

distance 0.224

#8 · Laturcell 4810002811

distance 0.226 · cross-district

#9 · Nagpurcell 4840004956

distance 0.233 · cross-district

#10 · Jalgaoncell 4780003858

distance 0.235 · cross-district

#11 · Jalgaoncell 4780003730

distance 0.243 · cross-district

#12 · Akolacell 4670002212

distance 0.243 · cross-district

#13 · Nagpurcell 4840004266

distance 0.246 · cross-district

#14 · Punecell 4900005115

distance 0.246 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000068

distance 0.248 · cross-district

#16 · Nagpurcell 4840005073

distance 0.25 · cross-district

#17 · Sanglicell 4930001567

distance 0.252 · cross-district

#18 · Akolacell 4670002288

distance 0.259 · 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":4700005586}}}'

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.