Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008282

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.044

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003050

distance 0.044 · cross-district

#2 · Parbhanicell 4890003038

distance 0.066 · cross-district

#3 · Parbhanicell 4890002886

distance 0.076 · cross-district

#4 · Beedcell 4700007648

distance 0.079

#5 · Jalnacell 4790000249

distance 0.08 · cross-district

#6 · Jalnacell 4790000167

distance 0.08 · cross-district

#7 · Beedcell 4700007278

distance 0.081

#8 · Parbhanicell 4890003039

distance 0.081 · cross-district

#9 · Beedcell 4700007649

distance 0.087

#10 · Beedcell 4700008114

distance 0.087

#11 · Parbhanicell 4890002967

distance 0.089 · cross-district

#12 · Beedcell 4700007723

distance 0.09

#13 · Beedcell 4700007642

distance 0.09

#14 · Jalnacell 4790000206

distance 0.09 · cross-district

#15 · Beedcell 4700008099

distance 0.091

#16 · Beedcell 4700007736

distance 0.091

#17 · Beedcell 4700008283

distance 0.091

#18 · Parbhanicell 4890002958

distance 0.094 · 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":4700008282}}}'

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.