Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008632

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008563

distance 0.07

#2 · Beedcell 4700008942

distance 0.154

#3 · Beedcell 4700007972

distance 0.168

#4 · Beedcell 4700008415

distance 0.17

#5 · Beedcell 4700008562

distance 0.172

#6 · Ahmednagarcell 4660001029

distance 0.178 · cross-district

#7 · Sanglicell 4930002741

distance 0.186 · cross-district

#8 · Beedcell 4700008503

distance 0.188

#9 · Beedcell 4700008565

distance 0.193

#10 · Nandedcell 4850004199

distance 0.196 · cross-district

#11 · Beedcell 4700008633

distance 0.198

#12 · Nandedcell 4850004198

distance 0.2 · cross-district

#13 · Dharashivcell 4880003986

distance 0.202 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000385

distance 0.204 · cross-district

#15 · Washimcell 4990002928

distance 0.205 · cross-district

#16 · Jalnacell 4790000359

distance 0.205 · cross-district

#17 · Beedcell 4700008737

distance 0.208

#18 · Beedcell 4700008940

distance 0.209

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":4700008632}}}'

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.