Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007951

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

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007207

distance 0.166

#2 · Ahmednagarcell 4660007865

distance 0.196 · cross-district

#3 · Beedcell 4700007202

distance 0.222

#4 · Ahmednagarcell 4660005294

distance 0.232 · cross-district

#5 · Parbhanicell 4890001610

distance 0.232 · cross-district

#6 · Beedcell 4700005735

distance 0.238

#7 · Beedcell 4700001694

distance 0.24

#8 · Parbhanicell 4890001607

distance 0.24 · cross-district

#9 · Ahmednagarcell 4660005998

distance 0.241 · cross-district

#10 · Solapurcell 4960004693

distance 0.248 · cross-district

#11 · Solapurcell 4960011281

distance 0.251 · cross-district

#12 · Solapurcell 4960011203

distance 0.253 · cross-district

#13 · Ahmednagarcell 4660002931

distance 0.253 · cross-district

#14 · Beedcell 4700008785

distance 0.256

#15 · Sanglicell 4930002749

distance 0.263 · cross-district

#16 · Ahmednagarcell 4660007715

distance 0.264 · cross-district

#17 · Beedcell 4700008698

distance 0.265

#18 · Ahmednagarcell 4660006307

distance 0.265 · 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":4700007951}}}'

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.