Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003384

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

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003722

distance 0.239

#2 · Beedcell 4700004231

distance 0.255

#3 · Sanglicell 4930004183

distance 0.294 · cross-district

#4 · Sataracell 4940000761

distance 0.297 · cross-district

#5 · Kolhapurcell 4800005191

distance 0.304 · cross-district

#6 · Sataracell 4940000575

distance 0.306 · cross-district

#7 · Beedcell 4700004571

distance 0.307

#8 · Kolhapurcell 4800005187

distance 0.311 · cross-district

#9 · Beedcell 4700002726

distance 0.312

#10 · Sataracell 4940000040

distance 0.318 · cross-district

#11 · Kolhapurcell 4800005103

distance 0.318 · cross-district

#12 · Sataracell 4940001405

distance 0.321 · cross-district

#13 · Sataracell 4940001040

distance 0.322 · cross-district

#14 · Beedcell 4700003386

distance 0.322

#15 · Kolhapurcell 4800005364

distance 0.324 · cross-district

#16 · Sataracell 4940000292

distance 0.326 · cross-district

#17 · Sataracell 4940000688

distance 0.328 · cross-district

#18 · Beedcell 4700003203

distance 0.329

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":4700003384}}}'

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.