Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006591

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007174

distance 0.142

#2 · Beedcell 4700001763

distance 0.159

#3 · Laturcell 4810002409

distance 0.17 · cross-district

#4 · Laturcell 4810001523

distance 0.172 · cross-district

#5 · Beedcell 4700007975

distance 0.179

#6 · Beedcell 4700007075

distance 0.182

#7 · Laturcell 4810001695

distance 0.183 · cross-district

#8 · Beedcell 4700008713

distance 0.183

#9 · Beedcell 4700000204

distance 0.184

#10 · Sanglicell 4930001332

distance 0.184 · cross-district

#11 · Jalnacell 4790002619

distance 0.186 · cross-district

#12 · Solapurcell 4960000681

distance 0.19 · cross-district

#13 · Solapurcell 4960000828

distance 0.193 · cross-district

#14 · Beedcell 4700006969

distance 0.194

#15 · Beedcell 4700008049

distance 0.194

#16 · Solapurcell 4960004572

distance 0.195 · cross-district

#17 · Laturcell 4810001473

distance 0.198 · cross-district

#18 · Buldhanacell 4720000095

distance 0.198 · 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":4700006591}}}'

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.