Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004409

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005395

distance 0.12

#2 · Sanglicell 4930002913

distance 0.167 · cross-district

#3 · Beedcell 4700005978

distance 0.173

#4 · Beedcell 4700006405

distance 0.175

#5 · Beedcell 4700005683

distance 0.176

#6 · Beedcell 4700004057

distance 0.178

#7 · Beedcell 4700004415

distance 0.189

#8 · Kolhapurcell 4800003712

distance 0.192 · cross-district

#9 · Sataracell 4940002729

distance 0.192 · cross-district

#10 · Beedcell 4700006377

distance 0.193

#11 · Beedcell 4700005533

distance 0.195

#12 · Sataracell 4940001574

distance 0.196 · cross-district

#13 · Kolhapurcell 4800003522

distance 0.199 · cross-district

#14 · Kolhapurcell 4800003174

distance 0.202 · cross-district

#15 · Parbhanicell 4890002877

distance 0.203 · cross-district

#16 · Beedcell 4700005255

distance 0.204

#17 · Sataracell 4940002496

distance 0.206 · cross-district

#18 · Beedcell 4700007465

distance 0.208

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":4700004409}}}'

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.