Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001683

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

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002500

distance 0.088 · cross-district

#2 · Ahmednagarcell 4660001597

distance 0.093 · cross-district

#3 · Beedcell 4700000615

distance 0.138

#4 · Beedcell 4700001101

distance 0.141

#5 · Beedcell 4700000616

distance 0.151

#6 · Solapurcell 4960012586

distance 0.155 · cross-district

#7 · Ahmednagarcell 4660007538

distance 0.169 · cross-district

#8 · Beedcell 4700001835

distance 0.174

#9 · Solapurcell 4960005354

distance 0.177 · cross-district

#10 · Ahmednagarcell 4660001702

distance 0.178 · cross-district

#11 · Beedcell 4700000612

distance 0.179

#12 · Solapurcell 4960012630

distance 0.181 · cross-district

#13 · Ahmednagarcell 4660001592

distance 0.181 · cross-district

#14 · Ahmednagarcell 4660007395

distance 0.181 · cross-district

#15 · Ahmednagarcell 4660002005

distance 0.181 · cross-district

#16 · Ahmednagarcell 4660002194

distance 0.182 · cross-district

#17 · Dharashivcell 4880004934

distance 0.183 · cross-district

#18 · Ahmednagarcell 4660001790

distance 0.185 · 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":4700001683}}}'

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.