Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004521

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 7 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003996

distance 0.123

#2 · Ahmednagarcell 4660001070

distance 0.158 · cross-district

#3 · Beedcell 4700004860

distance 0.162

#4 · Beedcell 4700003673

distance 0.167

#5 · Beedcell 4700006875

distance 0.17

#6 · Beedcell 4700003994

distance 0.171

#7 · Beedcell 4700002793

distance 0.186

#8 · Ahmednagarcell 4660001002

distance 0.187 · cross-district

#9 · Ahmednagarcell 4660009905

distance 0.188 · cross-district

#10 · Beedcell 4700004525

distance 0.191

#11 · Ahmednagarcell 4660000524

distance 0.194 · cross-district

#12 · Laturcell 4810001455

distance 0.196 · cross-district

#13 · Jalnacell 4790000143

distance 0.197 · cross-district

#14 · Solapurcell 4960000711

distance 0.198 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001472

distance 0.201 · cross-district

#16 · Ahmednagarcell 4660003927

distance 0.204 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690005744

distance 0.206 · cross-district

#18 · Dharashivcell 4880006331

distance 0.209 · 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":4700004521}}}'

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.