Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008384

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.052

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008468

distance 0.052

#2 · Beedcell 4700008119

distance 0.057

#3 · Beedcell 4700007928

distance 0.066

#4 · Beedcell 4700008295

distance 0.067

#5 · Beedcell 4700008098

distance 0.07

#6 · Beedcell 4700008296

distance 0.078

#7 · Parbhanicell 4890002806

distance 0.079 · cross-district

#8 · Beedcell 4700007274

distance 0.083

#9 · Beedcell 4700008115

distance 0.085

#10 · Beedcell 4700008020

distance 0.086

#11 · Beedcell 4700008469

distance 0.088

#12 · Beedcell 4700007741

distance 0.091

#13 · Beedcell 4700008297

distance 0.093

#14 · Beedcell 4700008014

distance 0.093

#15 · Beedcell 4700007921

distance 0.093

#16 · Parbhanicell 4890002879

distance 0.094 · cross-district

#17 · Beedcell 4700008205

distance 0.094

#18 · Parbhanicell 4890002883

distance 0.095 · 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":4700008384}}}'

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.