Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004331

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004095

distance 0.146 · cross-district

#2 · Ahmednagarcell 4660004363

distance 0.15 · cross-district

#3 · Ahmednagarcell 4660010087

distance 0.154 · cross-district

#4 · Beedcell 4700004512

distance 0.156

#5 · Punecell 4900004875

distance 0.163 · cross-district

#6 · Ahmednagarcell 4660012042

distance 0.167 · cross-district

#7 · Ahmednagarcell 4660004405

distance 0.168 · cross-district

#8 · Ahmednagarcell 4660012047

distance 0.169 · cross-district

#9 · Solapurcell 4960000153

distance 0.172 · cross-district

#10 · Ahmednagarcell 4660001057

distance 0.173 · cross-district

#11 · Ahmednagarcell 4660009591

distance 0.173 · cross-district

#12 · Ahmednagarcell 4660001237

distance 0.174 · cross-district

#13 · Beedcell 4700005184

distance 0.178

#14 · Ahmednagarcell 4660009247

distance 0.182 · cross-district

#15 · Beedcell 4700004164

distance 0.184

#16 · Ahmednagarcell 4660001244

distance 0.186 · cross-district

#17 · Ahmednagarcell 4660011738

distance 0.19 · cross-district

#18 · Ahmednagarcell 4660004702

distance 0.19 · 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":4700004331}}}'

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.