Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003319

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004975

distance 0.192 · cross-district

#2 · Ahmednagarcell 4660006274

distance 0.196 · cross-district

#3 · Ahmednagarcell 4660013732

distance 0.198 · cross-district

#4 · Nashikcell 4870005136

distance 0.199 · cross-district

#5 · Nashikcell 4870007254

distance 0.202 · cross-district

#6 · Nashikcell 4870006902

distance 0.211 · cross-district

#7 · Ahmednagarcell 4660008908

distance 0.215 · cross-district

#8 · Punecell 4900001865

distance 0.219 · cross-district

#9 · Nashikcell 4870006601

distance 0.22 · cross-district

#10 · Nashikcell 4870006303

distance 0.222 · cross-district

#11 · Sanglicell 4930006980

distance 0.223 · cross-district

#12 · Solapurcell 4960000531

distance 0.224 · cross-district

#13 · Ahmednagarcell 4660002048

distance 0.224 · cross-district

#14 · Beedcell 4700003513

distance 0.228

#15 · Ahmednagarcell 4660000130

distance 0.229 · cross-district

#16 · Ahmednagarcell 4660010730

distance 0.23 · cross-district

#17 · Nashikcell 4870007196

distance 0.232 · cross-district

#18 · Nashikcell 4870006348

distance 0.232 · 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":4700003319}}}'

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.