Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002467

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002008

distance 0.225 · cross-district

#2 · Ahmednagarcell 4660007712

distance 0.234 · cross-district

#3 · Beedcell 4700007873

distance 0.235

#4 · Ahmednagarcell 4660002407

distance 0.236 · cross-district

#5 · Dharashivcell 4880003741

distance 0.244 · cross-district

#6 · Laturcell 4810001566

distance 0.248 · cross-district

#7 · Ahmednagarcell 4660004209

distance 0.25 · cross-district

#8 · Buldhanacell 4720002671

distance 0.253 · cross-district

#9 · Ahmednagarcell 4660000860

distance 0.265 · cross-district

#10 · Ahmednagarcell 4660001001

distance 0.266 · cross-district

#11 · Laturcell 4810002700

distance 0.266 · cross-district

#12 · Ahmednagarcell 4660008620

distance 0.272 · cross-district

#13 · Beedcell 4700005454

distance 0.275

#14 · Solapurcell 4960012499

distance 0.278 · cross-district

#15 · Ahmednagarcell 4660001891

distance 0.28 · cross-district

#16 · Solapurcell 4960007232

distance 0.283 · cross-district

#17 · Solapurcell 4960011106

distance 0.286 · cross-district

#18 · Sanglicell 4930003398

distance 0.287 · 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":4700002467}}}'

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.