Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008038

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.028

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008481

distance 0.028

#2 · Ahmednagarcell 4660008634

distance 0.061 · cross-district

#3 · Beedcell 4700007481

distance 0.063

#4 · Ahmednagarcell 4660008321

distance 0.072 · cross-district

#5 · Ahmednagarcell 4660008173

distance 0.072 · cross-district

#6 · Ahmednagarcell 4660008629

distance 0.074 · cross-district

#7 · Beedcell 4700007479

distance 0.074

#8 · Beedcell 4700008899

distance 0.087

#9 · Beedcell 4700007301

distance 0.087

#10 · Beedcell 4700008490

distance 0.088

#11 · Beedcell 4700008225

distance 0.089

#12 · Beedcell 4700008229

distance 0.09

#13 · Beedcell 4700008320

distance 0.092

#14 · Beedcell 4700008487

distance 0.094

#15 · Beedcell 4700008133

distance 0.094

#16 · Beedcell 4700008617

distance 0.098

#17 · Beedcell 4700008398

distance 0.101

#18 · Ahmednagarcell 4660008322

distance 0.102 · 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":4700008038}}}'

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.