Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008626

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660008006

distance 0.172 · cross-district

#2 · Ahmednagarcell 4660008018

distance 0.183 · cross-district

#3 · Beedcell 4700007410

distance 0.184

#4 · Sanglicell 4930001465

distance 0.191 · cross-district

#5 · Sanglicell 4930000656

distance 0.199 · cross-district

#6 · Ahmednagarcell 4660000693

distance 0.205 · cross-district

#7 · Beedcell 4700006588

distance 0.211

#8 · Dharashivcell 4880006234

distance 0.213 · cross-district

#9 · Ahmednagarcell 4660001287

distance 0.215 · cross-district

#10 · Sanglicell 4930001188

distance 0.216 · cross-district

#11 · Solapurcell 4960012479

distance 0.217 · cross-district

#12 · Sanglicell 4930000873

distance 0.219 · cross-district

#13 · Buldhanacell 4720002976

distance 0.219 · cross-district

#14 · Beedcell 4700008977

distance 0.22

#15 · Beedcell 4700007393

distance 0.22

#16 · Ahmednagarcell 4660009080

distance 0.23 · cross-district

#17 · Beedcell 4700006773

distance 0.231

#18 · Chhatrapati Sambhajinagarcell 4690004245

distance 0.231 · 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":4700008626}}}'

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.