Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004834

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

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960010886

distance 0.146 · cross-district

#2 · Beedcell 4700005273

distance 0.148

#3 · Laturcell 4810001741

distance 0.154 · cross-district

#4 · Solapurcell 4960011883

distance 0.155 · cross-district

#5 · Akolacell 4670001278

distance 0.156 · cross-district

#6 · Beedcell 4700006012

distance 0.161

#7 · Beedcell 4700007621

distance 0.161

#8 · Solapurcell 4960010250

distance 0.161 · cross-district

#9 · Laturcell 4810003253

distance 0.164 · cross-district

#10 · Solapurcell 4960010939

distance 0.164 · cross-district

#11 · Beedcell 4700005570

distance 0.165

#12 · Solapurcell 4960011965

distance 0.168 · cross-district

#13 · Solapurcell 4960009909

distance 0.17 · cross-district

#14 · Parbhanicell 4890000684

distance 0.17 · cross-district

#15 · Dharashivcell 4880002732

distance 0.17 · cross-district

#16 · Solapurcell 4960010416

distance 0.171 · cross-district

#17 · Solapurcell 4960010733

distance 0.171 · cross-district

#18 · Solapurcell 4960010665

distance 0.171 · 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":4700004834}}}'

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.