Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007171

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007069

distance 0.1

#2 · Beedcell 4700008772

distance 0.149

#3 · Dharashivcell 4880003002

distance 0.155 · cross-district

#4 · Laturcell 4810001806

distance 0.158 · cross-district

#5 · Beedcell 4700007877

distance 0.158

#6 · Nandedcell 4850002352

distance 0.16 · cross-district

#7 · Laturcell 4810001769

distance 0.165 · cross-district

#8 · Washimcell 4990001558

distance 0.167 · cross-district

#9 · Laturcell 4810000872

distance 0.17 · cross-district

#10 · Jalnacell 4790001710

distance 0.172 · cross-district

#11 · Jalnacell 4790002046

distance 0.175 · cross-district

#12 · Parbhanicell 4890000259

distance 0.175 · cross-district

#13 · Buldhanacell 4720002958

distance 0.182 · cross-district

#14 · Laturcell 4810000601

distance 0.187 · cross-district

#15 · Dharashivcell 4880003057

distance 0.187 · cross-district

#16 · Dharashivcell 4880002835

distance 0.187 · cross-district

#17 · Laturcell 4810001207

distance 0.188 · cross-district

#18 · Laturcell 4810000761

distance 0.189 · 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":4700007171}}}'

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.