Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002731

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

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000495

distance 0.135

#2 · Beedcell 4700001045

distance 0.16

#3 · Beedcell 4700002743

distance 0.168

#4 · Jalnacell 4790001040

distance 0.169 · cross-district

#5 · Jalnacell 4790000002

distance 0.174 · cross-district

#6 · Beedcell 4700001769

distance 0.183

#7 · Beedcell 4700000642

distance 0.187

#8 · Jalnacell 4790002883

distance 0.188 · cross-district

#9 · Laturcell 4810001806

distance 0.188 · cross-district

#10 · Laturcell 4810001311

distance 0.188 · cross-district

#11 · Beedcell 4700007800

distance 0.193

#12 · Jalnacell 4790001959

distance 0.194 · cross-district

#13 · Dharashivcell 4880002242

distance 0.197 · cross-district

#14 · Laturcell 4810000872

distance 0.197 · cross-district

#15 · Washimcell 4990001558

distance 0.2 · cross-district

#16 · Nandedcell 4850004264

distance 0.2 · cross-district

#17 · Jalnacell 4790002798

distance 0.201 · cross-district

#18 · Jalnacell 4790002893

distance 0.202 · 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":4700002731}}}'

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.