Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001339

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

0.91

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 · Beedcell 4700007979

distance 0.196

#2 · Nandedcell 4850000767

distance 0.2 · cross-district

#3 · Beedcell 4700002533

distance 0.211

#4 · Dharashivcell 4880004811

distance 0.212 · cross-district

#5 · Buldhanacell 4720000865

distance 0.214 · cross-district

#6 · Washimcell 4990003302

distance 0.217 · cross-district

#7 · Buldhanacell 4720003798

distance 0.217 · cross-district

#8 · Beedcell 4700001332

distance 0.218

#9 · Sanglicell 4930004539

distance 0.22 · cross-district

#10 · Beedcell 4700001331

distance 0.22

#11 · Beedcell 4700001945

distance 0.221

#12 · Washimcell 4990001226

distance 0.221 · cross-district

#13 · Dharashivcell 4880002452

distance 0.222 · cross-district

#14 · Dharashivcell 4880004446

distance 0.223 · cross-district

#15 · Dharashivcell 4880000911

distance 0.225 · cross-district

#16 · Solapurcell 4960002114

distance 0.227 · cross-district

#17 · Jalnacell 4790001301

distance 0.228 · cross-district

#18 · Laturcell 4810000070

distance 0.23 · 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":4700001339}}}'

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.