Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008171

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003360

distance 0.181 · cross-district

#2 · Hingolicell 4770003769

distance 0.202 · cross-district

#3 · Buldhanacell 4720002206

distance 0.211 · cross-district

#4 · Buldhanacell 4720002651

distance 0.212 · cross-district

#5 · Jalnacell 4790004139

distance 0.214 · cross-district

#6 · Jalnacell 4790002363

distance 0.22 · cross-district

#7 · Jalnacell 4790002619

distance 0.224 · cross-district

#8 · Solapurcell 4960002257

distance 0.224 · cross-district

#9 · Solapurcell 4960004779

distance 0.225 · cross-district

#10 · Dharashivcell 4880000125

distance 0.227 · cross-district

#11 · Buldhanacell 4720002331

distance 0.227 · cross-district

#12 · Amravaticell 4680003296

distance 0.231 · cross-district

#13 · Washimcell 4990003179

distance 0.231 · cross-district

#14 · Jalnacell 4790003214

distance 0.232 · cross-district

#15 · Jalnacell 4790002942

distance 0.232 · cross-district

#16 · Jalgaoncell 4780005679

distance 0.232 · cross-district

#17 · Beedcell 4700008723

distance 0.233

#18 · Beedcell 4700008649

distance 0.233

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":4700008171}}}'

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.