Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004980

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004985

distance 0.069

#2 · Beedcell 4700006028

distance 0.089

#3 · Beedcell 4700004472

distance 0.104

#4 · Laturcell 4810000957

distance 0.116 · cross-district

#5 · Beedcell 4700004815

distance 0.117

#6 · Beedcell 4700004814

distance 0.119

#7 · Beedcell 4700004977

distance 0.119

#8 · Beedcell 4700005303

distance 0.122

#9 · Laturcell 4810002427

distance 0.123 · cross-district

#10 · Beedcell 4700005747

distance 0.124

#11 · Parbhanicell 4890000400

distance 0.125 · cross-district

#12 · Beedcell 4700006322

distance 0.126

#13 · Laturcell 4810001387

distance 0.128 · cross-district

#14 · Beedcell 4700007513

distance 0.128

#15 · Laturcell 4810002423

distance 0.129 · cross-district

#16 · Laturcell 4810002789

distance 0.13 · cross-district

#17 · Beedcell 4700005151

distance 0.13

#18 · Laturcell 4810001072

distance 0.13 · 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":4700004980}}}'

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.