Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008349

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007998

distance 0.126

#2 · Beedcell 4700002569

distance 0.132

#3 · Buldhanacell 4720000569

distance 0.134 · cross-district

#4 · Beedcell 4700008185

distance 0.137

#5 · Jalnacell 4790002977

distance 0.139 · cross-district

#6 · Beedcell 4700007528

distance 0.14

#7 · Beedcell 4700001169

distance 0.142

#8 · Chhatrapati Sambhajinagarcell 4690000527

distance 0.144 · cross-district

#9 · Jalnacell 4790003473

distance 0.144 · cross-district

#10 · Jalnacell 4790003831

distance 0.144 · cross-district

#11 · Jalnacell 4790003050

distance 0.147 · cross-district

#12 · Beedcell 4700007720

distance 0.148

#13 · Beedcell 4700008888

distance 0.148

#14 · Beedcell 4700008928

distance 0.15

#15 · Buldhanacell 4720001019

distance 0.152 · cross-district

#16 · Beedcell 4700008092

distance 0.153

#17 · Parbhanicell 4890002158

distance 0.155 · cross-district

#18 · Parbhanicell 4890000514

distance 0.155 · 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":4700008349}}}'

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.