Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003477

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003478

distance 0.131

#2 · Ahmednagarcell 4660001097

distance 0.148 · cross-district

#3 · Ahmednagarcell 4660009594

distance 0.148 · cross-district

#4 · Dharashivcell 4880004806

distance 0.155 · cross-district

#5 · Ahmednagarcell 4660009923

distance 0.156 · cross-district

#6 · Solapurcell 4960012664

distance 0.163 · cross-district

#7 · Jalgaoncell 4780001436

distance 0.164 · cross-district

#8 · Ahmednagarcell 4660010422

distance 0.169 · cross-district

#9 · Beedcell 4700005182

distance 0.169

#10 · Beedcell 4700004681

distance 0.176

#11 · Punecell 4900004723

distance 0.176 · cross-district

#12 · Dharashivcell 4880002003

distance 0.179 · cross-district

#13 · Ahmednagarcell 4660010924

distance 0.18 · cross-district

#14 · Beedcell 4700005335

distance 0.18

#15 · Dharashivcell 4880005511

distance 0.18 · cross-district

#16 · Nashikcell 4870012157

distance 0.183 · cross-district

#17 · Solapurcell 4960010232

distance 0.185 · cross-district

#18 · Nashikcell 4870011945

distance 0.186 · 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":4700003477}}}'

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.