Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002161

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

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002931

distance 0.2 · cross-district

#2 · Beedcell 4700003174

distance 0.245

#3 · Ahmednagarcell 4660003001

distance 0.249 · cross-district

#4 · Beedcell 4700003013

distance 0.253

#5 · Dharashivcell 4880004243

distance 0.256 · cross-district

#6 · Sanglicell 4930001778

distance 0.263 · cross-district

#7 · Dharashivcell 4880005366

distance 0.265 · cross-district

#8 · Dharashivcell 4880003242

distance 0.267 · cross-district

#9 · Sanglicell 4930005153

distance 0.274 · cross-district

#10 · Dharashivcell 4880004327

distance 0.274 · cross-district

#11 · Ahmednagarcell 4660006307

distance 0.275 · cross-district

#12 · Beedcell 4700001694

distance 0.277

#13 · Beedcell 4700001843

distance 0.279

#14 · Dharashivcell 4880003635

distance 0.285 · cross-district

#15 · Beedcell 4700003352

distance 0.286

#16 · Beedcell 4700008876

distance 0.287

#17 · Solapurcell 4960005784

distance 0.289 · cross-district

#18 · Ahmednagarcell 4660005998

distance 0.29 · 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":4700002161}}}'

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.