Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006464

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006465

distance 0.085

#2 · Beedcell 4700006737

distance 0.092

#3 · Parbhanicell 4890000908

distance 0.101 · cross-district

#4 · Beedcell 4700006864

distance 0.116

#5 · Beedcell 4700006865

distance 0.12

#6 · Parbhanicell 4890001560

distance 0.121 · cross-district

#7 · Beedcell 4700006981

distance 0.123

#8 · Parbhanicell 4890000970

distance 0.123 · cross-district

#9 · Parbhanicell 4890001898

distance 0.129 · cross-district

#10 · Parbhanicell 4890001575

distance 0.132 · cross-district

#11 · Parbhanicell 4890001415

distance 0.133 · cross-district

#12 · Beedcell 4700005326

distance 0.135

#13 · Beedcell 4700006601

distance 0.136

#14 · Buldhanacell 4720004889

distance 0.143 · cross-district

#15 · Beedcell 4700005003

distance 0.144

#16 · Beedcell 4700007186

distance 0.145

#17 · Jalgaoncell 4780001923

distance 0.145 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000777

distance 0.146 · 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":4700006464}}}'

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.