Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002439

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

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001978

distance 0.26 · cross-district

#2 · Jalgaoncell 4780000094

distance 0.284 · cross-district

#3 · Beedcell 4700000401

distance 0.292

#4 · Buldhanacell 4720002372

distance 0.299 · cross-district

#5 · Buldhanacell 4720003588

distance 0.301 · cross-district

#6 · Nandedcell 4850000621

distance 0.305 · cross-district

#7 · Beedcell 4700001062

distance 0.31

#8 · Washimcell 4990000563

distance 0.31 · cross-district

#9 · Laturcell 4810000329

distance 0.318 · cross-district

#10 · Laturcell 4810000894

distance 0.32 · cross-district

#11 · Dharashivcell 4880006387

distance 0.322 · cross-district

#12 · Jalgaoncell 4780003539

distance 0.324 · cross-district

#13 · Buldhanacell 4720004797

distance 0.327 · cross-district

#14 · Laturcell 4810001536

distance 0.329 · cross-district

#15 · Nandedcell 4850000252

distance 0.33 · cross-district

#16 · Solapurcell 4960007082

distance 0.33 · cross-district

#17 · Ahmednagarcell 4660006171

distance 0.334 · cross-district

#18 · Washimcell 4990001072

distance 0.335 · 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":4700002439}}}'

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.