Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007349

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001578

distance 0.194 · cross-district

#2 · Laturcell 4810005128

distance 0.216 · cross-district

#3 · Laturcell 4810005127

distance 0.23 · cross-district

#4 · Laturcell 4810001999

distance 0.252 · cross-district

#5 · Laturcell 4810001825

distance 0.255 · cross-district

#6 · Laturcell 4810002715

distance 0.261 · cross-district

#7 · Beedcell 4700007534

distance 0.262

#8 · Laturcell 4810001573

distance 0.265 · cross-district

#9 · Laturcell 4810002358

distance 0.275 · cross-district

#10 · Beedcell 4700007253

distance 0.277

#11 · Laturcell 4810001654

distance 0.28 · cross-district

#12 · Laturcell 4810005226

distance 0.282 · cross-district

#13 · Beedcell 4700007184

distance 0.284

#14 · Laturcell 4810001826

distance 0.285 · cross-district

#15 · Amravaticell 4680000950

distance 0.287 · cross-district

#16 · Jalnacell 4790002464

distance 0.289 · cross-district

#17 · Dharashivcell 4880000070

distance 0.289 · cross-district

#18 · Solapurcell 4960010503

distance 0.291 · 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":4700007349}}}'

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.