Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007259

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000475

distance 0.107

#2 · Jalnacell 4790002138

distance 0.113 · cross-district

#3 · Buldhanacell 4720000559

distance 0.13 · cross-district

#4 · Jalnacell 4790004000

distance 0.133 · cross-district

#5 · Buldhanacell 4720000573

distance 0.141 · cross-district

#6 · Jalnacell 4790002048

distance 0.143 · cross-district

#7 · Jalnacell 4790002395

distance 0.147 · cross-district

#8 · Jalnacell 4790000690

distance 0.149 · cross-district

#9 · Jalnacell 4790000359

distance 0.151 · cross-district

#10 · Jalnacell 4790000424

distance 0.151 · cross-district

#11 · Jalnacell 4790001497

distance 0.153 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000359

distance 0.153 · cross-district

#13 · Jalnacell 4790000838

distance 0.157 · cross-district

#14 · Beedcell 4700008664

distance 0.158

#15 · Jalnacell 4790003358

distance 0.158 · cross-district

#16 · Jalnacell 4790002388

distance 0.159 · cross-district

#17 · Jalnacell 4790001125

distance 0.159 · cross-district

#18 · Jalnacell 4790002799

distance 0.16 · 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":4700007259}}}'

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.