Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008472

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002798

distance 0.277 · cross-district

#2 · Yavatmalcell 5000000987

distance 0.289 · cross-district

#3 · Laturcell 4810004214

distance 0.292 · cross-district

#4 · Beedcell 4700008677

distance 0.293

#5 · Punecell 4900001490

distance 0.294 · cross-district

#6 · Nandedcell 4850005002

distance 0.297 · cross-district

#7 · Beedcell 4700003451

distance 0.299

#8 · Punecell 4900002801

distance 0.301 · cross-district

#9 · Solapurcell 4960004714

distance 0.305 · cross-district

#10 · Parbhanicell 4890002800

distance 0.305 · cross-district

#11 · Beedcell 4700002131

distance 0.309

#12 · Solapurcell 4960004712

distance 0.314 · cross-district

#13 · Dharashivcell 4880005447

distance 0.316 · cross-district

#14 · Laturcell 4810004395

distance 0.322 · cross-district

#15 · Solapurcell 4960005311

distance 0.326 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000030

distance 0.326 · cross-district

#17 · Beedcell 4700008665

distance 0.328

#18 · Beedcell 4700006983

distance 0.33

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":4700008472}}}'

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.