Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004805

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003941

distance 0.187 · cross-district

#2 · Laturcell 4810002422

distance 0.19 · cross-district

#3 · Beedcell 4700003446

distance 0.191

#4 · Beedcell 4700005157

distance 0.199

#5 · Parbhanicell 4890000115

distance 0.199 · cross-district

#6 · Beedcell 4700006016

distance 0.199

#7 · Beedcell 4700005226

distance 0.203

#8 · Jalnacell 4790003308

distance 0.204 · cross-district

#9 · Beedcell 4700001767

distance 0.206

#10 · Dharashivcell 4880004983

distance 0.208 · cross-district

#11 · Beedcell 4700001957

distance 0.211

#12 · Beedcell 4700001466

distance 0.213

#13 · Dharashivcell 4880001215

distance 0.213 · cross-district

#14 · Beedcell 4700005893

distance 0.213

#15 · Buldhanacell 4720001570

distance 0.214 · cross-district

#16 · Jalnacell 4790003309

distance 0.215 · cross-district

#17 · Dharashivcell 4880005363

distance 0.215 · cross-district

#18 · Dharashivcell 4880002876

distance 0.215 · 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":4700004805}}}'

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.