Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001232

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960012599

distance 0.163 · cross-district

#2 · Dharashivcell 4880005514

distance 0.184 · cross-district

#3 · Solapurcell 4960012580

distance 0.192 · cross-district

#4 · Laturcell 4810001683

distance 0.2 · cross-district

#5 · Solapurcell 4960012286

distance 0.209 · cross-district

#6 · Solapurcell 4960012330

distance 0.229 · cross-district

#7 · Dharashivcell 4880005259

distance 0.236 · cross-district

#8 · Beedcell 4700004118

distance 0.236

#9 · Laturcell 4810000819

distance 0.236 · cross-district

#10 · Laturcell 4810001865

distance 0.237 · cross-district

#11 · Dharashivcell 4880002639

distance 0.238 · cross-district

#12 · Beedcell 4700000970

distance 0.239

#13 · Dharashivcell 4880004492

distance 0.24 · cross-district

#14 · Ahmednagarcell 4660002323

distance 0.24 · cross-district

#15 · Nandedcell 4850004387

distance 0.243 · cross-district

#16 · Dharashivcell 4880004223

distance 0.245 · cross-district

#17 · Laturcell 4810000488

distance 0.246 · cross-district

#18 · Dharashivcell 4880003390

distance 0.248 · 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":4700001232}}}'

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.