Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006871

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

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660001967

distance 0.18 · cross-district

#2 · Beedcell 4700003219

distance 0.201

#3 · Jalnacell 4790006198

distance 0.204 · cross-district

#4 · Sanglicell 4930002409

distance 0.217 · cross-district

#5 · Ahmednagarcell 4660000076

distance 0.223 · cross-district

#6 · Beedcell 4700001005

distance 0.238

#7 · Ahmednagarcell 4660003988

distance 0.242 · cross-district

#8 · Ahmednagarcell 4660002577

distance 0.244 · cross-district

#9 · Ahmednagarcell 4660001271

distance 0.245 · cross-district

#10 · Sanglicell 4930002076

distance 0.246 · cross-district

#11 · Ahmednagarcell 4660000550

distance 0.246 · cross-district

#12 · Sanglicell 4930001453

distance 0.249 · cross-district

#13 · Sanglicell 4930001451

distance 0.25 · cross-district

#14 · Laturcell 4810001562

distance 0.25 · cross-district

#15 · Ahmednagarcell 4660000809

distance 0.252 · cross-district

#16 · Beedcell 4700006655

distance 0.253

#17 · Ahmednagarcell 4660000552

distance 0.254 · cross-district

#18 · Ahmednagarcell 4660000607

distance 0.257 · 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":4700006871}}}'

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.