Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002807

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003151

distance 0.151

#2 · Ahmednagarcell 4660002403

distance 0.175 · cross-district

#3 · Solapurcell 4960004439

distance 0.186 · cross-district

#4 · Ahmednagarcell 4660002314

distance 0.195 · cross-district

#5 · Beedcell 4700007104

distance 0.196

#6 · Dharashivcell 4880005274

distance 0.2 · cross-district

#7 · Dharashivcell 4880004687

distance 0.202 · cross-district

#8 · Ahmednagarcell 4660001999

distance 0.203 · cross-district

#9 · Ahmednagarcell 4660002685

distance 0.205 · cross-district

#10 · Solapurcell 4960004422

distance 0.205 · cross-district

#11 · Beedcell 4700005944

distance 0.206

#12 · Dharashivcell 4880005560

distance 0.207 · cross-district

#13 · Beedcell 4700003337

distance 0.212

#14 · Beedcell 4700002806

distance 0.213

#15 · Solapurcell 4960005052

distance 0.213 · cross-district

#16 · Sanglicell 4930001779

distance 0.218 · cross-district

#17 · Solapurcell 4960004423

distance 0.22 · cross-district

#18 · Ahmednagarcell 4660001015

distance 0.222 · 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":4700002807}}}'

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.