Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005108

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002867

distance 0.176

#2 · Beedcell 4700000654

distance 0.211

#3 · Ahmednagarcell 4660001058

distance 0.23 · cross-district

#4 · Solapurcell 4960003282

distance 0.23 · cross-district

#5 · Nashikcell 4870006504

distance 0.231 · cross-district

#6 · Beedcell 4700007966

distance 0.231

#7 · Chhatrapati Sambhajinagarcell 4690003950

distance 0.236 · cross-district

#8 · Beedcell 4700001705

distance 0.24

#9 · Ahmednagarcell 4660008542

distance 0.24 · cross-district

#10 · Buldhanacell 4720007558

distance 0.248 · cross-district

#11 · Solapurcell 4960000729

distance 0.249 · cross-district

#12 · Nashikcell 4870006599

distance 0.252 · cross-district

#13 · Dharashivcell 4880002451

distance 0.254 · cross-district

#14 · Nashikcell 4870005439

distance 0.255 · cross-district

#15 · Sanglicell 4930001452

distance 0.257 · cross-district

#16 · Nashikcell 4870006605

distance 0.257 · cross-district

#17 · Solapurcell 4960000151

distance 0.261 · cross-district

#18 · Washimcell 4990003766

distance 0.262 · 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":4700005108}}}'

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.