Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005852

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

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000338

distance 0.138

#2 · Dharashivcell 4880001640

distance 0.166 · cross-district

#3 · Solapurcell 4960000645

distance 0.168 · cross-district

#4 · Solapurcell 4960009902

distance 0.18 · cross-district

#5 · Akolacell 4670001154

distance 0.184 · cross-district

#6 · Solapurcell 4960007209

distance 0.184 · cross-district

#7 · Dharashivcell 4880001182

distance 0.186 · cross-district

#8 · Akolacell 4670000488

distance 0.192 · cross-district

#9 · Beedcell 4700001755

distance 0.192

#10 · Parbhanicell 4890005021

distance 0.193 · cross-district

#11 · Buldhanacell 4720004875

distance 0.196 · cross-district

#12 · Jalgaoncell 4780001182

distance 0.197 · cross-district

#13 · Solapurcell 4960009551

distance 0.2 · cross-district

#14 · Punecell 4900005527

distance 0.203 · cross-district

#15 · Beedcell 4700000466

distance 0.203

#16 · Akolacell 4670000444

distance 0.205 · cross-district

#17 · Solapurcell 4960004802

distance 0.205 · cross-district

#18 · Nagpurcell 4840004940

distance 0.205 · 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":4700005852}}}'

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.