Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002522

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

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007598

distance 0.211

#2 · Solapurcell 4960000470

distance 0.259 · cross-district

#3 · Ahmednagarcell 4660001001

distance 0.267 · cross-district

#4 · Solapurcell 4960012499

distance 0.278 · cross-district

#5 · Sanglicell 4930003251

distance 0.28 · cross-district

#6 · Jalgaoncell 4780000293

distance 0.282 · cross-district

#7 · Laturcell 4810002073

distance 0.283 · cross-district

#8 · Laturcell 4810001170

distance 0.287 · cross-district

#9 · Dharashivcell 4880001425

distance 0.289 · cross-district

#10 · Beedcell 4700008096

distance 0.294

#11 · Dharashivcell 4880005758

distance 0.294 · cross-district

#12 · Laturcell 4810002235

distance 0.295 · cross-district

#13 · Dharashivcell 4880004207

distance 0.297 · cross-district

#14 · Beedcell 4700003215

distance 0.298

#15 · Dharashivcell 4880000335

distance 0.299 · cross-district

#16 · Sanglicell 4930001152

distance 0.3 · cross-district

#17 · Dhulecell 4740002274

distance 0.3 · cross-district

#18 · Ahmednagarcell 4660000827

distance 0.3 · 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":4700002522}}}'

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.