Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006438

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006572

distance 0.125

#2 · Beedcell 4700006427

distance 0.125

#3 · Parbhanicell 4890003810

distance 0.128 · cross-district

#4 · Akolacell 4670001216

distance 0.135 · cross-district

#5 · Beedcell 4700006294

distance 0.135

#6 · Parbhanicell 4890004057

distance 0.137 · cross-district

#7 · Buldhanacell 4720005446

distance 0.139 · cross-district

#8 · Akolacell 4670000931

distance 0.141 · cross-district

#9 · Parbhanicell 4890004133

distance 0.143 · cross-district

#10 · Parbhanicell 4890004224

distance 0.145 · cross-district

#11 · Buldhanacell 4720006377

distance 0.146 · cross-district

#12 · Buldhanacell 4720005577

distance 0.148 · cross-district

#13 · Solapurcell 4960009448

distance 0.15 · cross-district

#14 · Solapurcell 4960006724

distance 0.152 · cross-district

#15 · Buldhanacell 4720006478

distance 0.152 · cross-district

#16 · Parbhanicell 4890003622

distance 0.153 · cross-district

#17 · Solapurcell 4960009637

distance 0.153 · cross-district

#18 · Parbhanicell 4890004131

distance 0.153 · 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":4700006438}}}'

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.