Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007184

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000432

distance 0.218 · cross-district

#2 · Beedcell 4700007442

distance 0.219

#3 · Nandedcell 4850008566

distance 0.228 · cross-district

#4 · Jalnacell 4790001963

distance 0.229 · cross-district

#5 · Beedcell 4700006959

distance 0.23

#6 · Jalnacell 4790002464

distance 0.23 · cross-district

#7 · Parbhanicell 4890001207

distance 0.238 · cross-district

#8 · Jalgaoncell 4780001233

distance 0.242 · cross-district

#9 · Wardhacell 4980003822

distance 0.247 · cross-district

#10 · Nandedcell 4850002686

distance 0.257 · cross-district

#11 · Jalgaoncell 4780002034

distance 0.259 · cross-district

#12 · Solapurcell 4960010503

distance 0.26 · cross-district

#13 · Beedcell 4700008242

distance 0.265

#14 · Parbhanicell 4890001723

distance 0.266 · cross-district

#15 · Akolacell 4670000027

distance 0.271 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000604

distance 0.271 · cross-district

#17 · Parbhanicell 4890000757

distance 0.274 · cross-district

#18 · Buldhanacell 4720001700

distance 0.275 · 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":4700007184}}}'

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.