Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002503

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004861

distance 0.097 · cross-district

#2 · Dharashivcell 4880004501

distance 0.108 · cross-district

#3 · Beedcell 4700003349

distance 0.111

#4 · Dharashivcell 4880005153

distance 0.114 · cross-district

#5 · Dharashivcell 4880004499

distance 0.13 · cross-district

#6 · Dharashivcell 4880004863

distance 0.141 · cross-district

#7 · Dharashivcell 4880005443

distance 0.146 · cross-district

#8 · Dharashivcell 4880004502

distance 0.146 · cross-district

#9 · Ahmednagarcell 4660001319

distance 0.146 · cross-district

#10 · Beedcell 4700003189

distance 0.147

#11 · Beedcell 4700001240

distance 0.158

#12 · Dharashivcell 4880006312

distance 0.161 · cross-district

#13 · Beedcell 4700002002

distance 0.162

#14 · Dharashivcell 4880004862

distance 0.163 · cross-district

#15 · Dharashivcell 4880005620

distance 0.164 · cross-district

#16 · Dharashivcell 4880004587

distance 0.167 · cross-district

#17 · Dharashivcell 4880006315

distance 0.169 · cross-district

#18 · Beedcell 4700001852

distance 0.171

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":4700002503}}}'

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.