Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003173

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005373

distance 0.216 · cross-district

#2 · Buldhanacell 4720002157

distance 0.236 · cross-district

#3 · Buldhanacell 4720002293

distance 0.241 · cross-district

#4 · Dharashivcell 4880003102

distance 0.25 · cross-district

#5 · Beedcell 4700000845

distance 0.254

#6 · Laturcell 4810001051

distance 0.257 · cross-district

#7 · Laturcell 4810001600

distance 0.257 · cross-district

#8 · Solapurcell 4960012468

distance 0.271 · cross-district

#9 · Beedcell 4700007778

distance 0.271

#10 · Dharashivcell 4880003981

distance 0.275 · cross-district

#11 · Buldhanacell 4720001509

distance 0.278 · cross-district

#12 · Beedcell 4700002847

distance 0.28

#13 · Beedcell 4700000084

distance 0.281

#14 · Nashikcell 4870007825

distance 0.281 · cross-district

#15 · Ahmednagarcell 4660004618

distance 0.284 · cross-district

#16 · Dharashivcell 4880002260

distance 0.286 · cross-district

#17 · Solapurcell 4960006850

distance 0.287 · cross-district

#18 · Ahmednagarcell 4660002100

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":4700003173}}}'

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.