Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007827

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008113

distance 0.159

#2 · Jalnacell 4790000104

distance 0.168 · cross-district

#3 · Parbhanicell 4890002223

distance 0.169 · cross-district

#4 · Beedcell 4700007538

distance 0.172

#5 · Parbhanicell 4890001658

distance 0.179 · cross-district

#6 · Parbhanicell 4890002486

distance 0.185 · cross-district

#7 · Parbhanicell 4890002715

distance 0.185 · cross-district

#8 · Parbhanicell 4890001854

distance 0.185 · cross-district

#9 · Parbhanicell 4890002177

distance 0.193 · cross-district

#10 · Parbhanicell 4890001753

distance 0.193 · cross-district

#11 · Parbhanicell 4890001659

distance 0.195 · cross-district

#12 · Jalnacell 4790001575

distance 0.198 · cross-district

#13 · Parbhanicell 4890002254

distance 0.198 · cross-district

#14 · Beedcell 4700008369

distance 0.203

#15 · Parbhanicell 4890002236

distance 0.206 · cross-district

#16 · Parbhanicell 4890001660

distance 0.208 · cross-district

#17 · Beedcell 4700006979

distance 0.211

#18 · Yavatmalcell 5000003561

distance 0.211 · 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":4700007827}}}'

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.