Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001685

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

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002121

distance 0.095 · cross-district

#2 · Ahmednagarcell 4660001713

distance 0.122 · cross-district

#3 · Beedcell 4700001686

distance 0.123

#4 · Beedcell 4700002834

distance 0.125

#5 · Beedcell 4700001684

distance 0.138

#6 · Beedcell 4700003186

distance 0.141

#7 · Dharashivcell 4880005885

distance 0.141 · cross-district

#8 · Dharashivcell 4880004759

distance 0.144 · cross-district

#9 · Beedcell 4700003192

distance 0.151

#10 · Dharashivcell 4880005444

distance 0.154 · cross-district

#11 · Dharashivcell 4880005958

distance 0.157 · cross-district

#12 · Dharashivcell 4880004244

distance 0.158 · cross-district

#13 · Ahmednagarcell 4660002316

distance 0.161 · cross-district

#14 · Ahmednagarcell 4660003253

distance 0.162 · cross-district

#15 · Ahmednagarcell 4660001918

distance 0.163 · cross-district

#16 · Dharashivcell 4880006115

distance 0.164 · cross-district

#17 · Ahmednagarcell 4660002431

distance 0.165 · cross-district

#18 · Ahmednagarcell 4660001915

distance 0.167 · 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":4700001685}}}'

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.