Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005168

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

0.047

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005478

distance 0.047

#2 · Beedcell 4700005169

distance 0.048

#3 · Parbhanicell 4890000728

distance 0.068 · cross-district

#4 · Parbhanicell 4890000518

distance 0.068 · cross-district

#5 · Beedcell 4700003965

distance 0.07

#6 · Beedcell 4700003964

distance 0.072

#7 · Beedcell 4700003794

distance 0.075

#8 · Beedcell 4700005761

distance 0.076

#9 · Beedcell 4700005471

distance 0.079

#10 · Parbhanicell 4890001487

distance 0.082 · cross-district

#11 · Beedcell 4700004825

distance 0.082

#12 · Parbhanicell 4890000620

distance 0.082 · cross-district

#13 · Beedcell 4700004497

distance 0.084

#14 · Parbhanicell 4890000678

distance 0.085 · cross-district

#15 · Beedcell 4700004495

distance 0.086

#16 · Beedcell 4700004670

distance 0.086

#17 · Parbhanicell 4890000520

distance 0.087 · cross-district

#18 · Parbhanicell 4890001204

distance 0.09 · 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":4700005168}}}'

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.