Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007970

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

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007975

distance 0.174

#2 · Beedcell 4700008422

distance 0.179

#3 · Laturcell 4810000559

distance 0.186 · cross-district

#4 · Beedcell 4700007507

distance 0.191

#5 · Beedcell 4700008615

distance 0.193

#6 · Ahmednagarcell 4660001296

distance 0.195 · cross-district

#7 · Sanglicell 4930000763

distance 0.214 · cross-district

#8 · Beedcell 4700008637

distance 0.215

#9 · Dharashivcell 4880005988

distance 0.216 · cross-district

#10 · Beedcell 4700007912

distance 0.221

#11 · Beedcell 4700001119

distance 0.226

#12 · Beedcell 4700002176

distance 0.226

#13 · Nandedcell 4850000729

distance 0.229 · cross-district

#14 · Beedcell 4700007075

distance 0.231

#15 · Beedcell 4700007413

distance 0.231

#16 · Solapurcell 4960012404

distance 0.232 · cross-district

#17 · Buldhanacell 4720000492

distance 0.233 · cross-district

#18 · Solapurcell 4960000908

distance 0.233 · 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":4700007970}}}'

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.