Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008716

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008510

distance 0.142

#2 · Beedcell 4700008435

distance 0.159

#3 · Beedcell 4700007531

distance 0.169

#4 · Beedcell 4700008590

distance 0.171

#5 · Beedcell 4700008929

distance 0.176

#6 · Chhatrapati Sambhajinagarcell 4690000033

distance 0.183 · cross-district

#7 · Jalnacell 4790000112

distance 0.191 · cross-district

#8 · Beedcell 4700005588

distance 0.192

#9 · Chhatrapati Sambhajinagarcell 4690000850

distance 0.198 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000654

distance 0.203 · cross-district

#11 · Beedcell 4700005733

distance 0.204

#12 · Chhatrapati Sambhajinagarcell 4690000601

distance 0.205 · cross-district

#13 · Jalnacell 4790000867

distance 0.206 · cross-district

#14 · Jalnacell 4790001949

distance 0.207 · cross-district

#15 · Beedcell 4700008871

distance 0.209

#16 · Amravaticell 4680006613

distance 0.21 · cross-district

#17 · Buldhanacell 4720000993

distance 0.211 · cross-district

#18 · Laturcell 4810001742

distance 0.213 · 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":4700008716}}}'

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.