Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005358

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001178

distance 0.172 · cross-district

#2 · Beedcell 4700009047

distance 0.212

#3 · Buldhanacell 4720000544

distance 0.219 · cross-district

#4 · Jalgaoncell 4780005944

distance 0.233 · cross-district

#5 · Ahmednagarcell 4660003929

distance 0.234 · cross-district

#6 · Beedcell 4700004019

distance 0.238

#7 · Hingolicell 4770003512

distance 0.243 · cross-district

#8 · Beedcell 4700004502

distance 0.245

#9 · Washimcell 4990000765

distance 0.247 · cross-district

#10 · Ahmednagarcell 4660004970

distance 0.251 · cross-district

#11 · Ahmednagarcell 4660003989

distance 0.251 · cross-district

#12 · Solapurcell 4960012254

distance 0.252 · cross-district

#13 · Washimcell 4990001181

distance 0.253 · cross-district

#14 · Ahmednagarcell 4660003510

distance 0.253 · cross-district

#15 · Sanglicell 4930005114

distance 0.254 · cross-district

#16 · Ahmednagarcell 4660004916

distance 0.254 · cross-district

#17 · Beedcell 4700006869

distance 0.254

#18 · Dharashivcell 4880006413

distance 0.256 · 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":4700005358}}}'

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.