Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008091

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007811

distance 0.088

#2 · Beedcell 4700007513

distance 0.097

#3 · Jalnacell 4790003319

distance 0.102 · cross-district

#4 · Beedcell 4700007795

distance 0.108

#5 · Buldhanacell 4720000223

distance 0.109 · cross-district

#6 · Jalnacell 4790001877

distance 0.112 · cross-district

#7 · Buldhanacell 4720000513

distance 0.112 · cross-district

#8 · Jalnacell 4790000759

distance 0.115 · cross-district

#9 · Jalnacell 4790002544

distance 0.118 · cross-district

#10 · Buldhanacell 4720000146

distance 0.118 · cross-district

#11 · Jalnacell 4790002882

distance 0.12 · cross-district

#12 · Beedcell 4700008929

distance 0.122

#13 · Jalnacell 4790001322

distance 0.124 · cross-district

#14 · Buldhanacell 4720000322

distance 0.125 · cross-district

#15 · Jalnacell 4790003491

distance 0.126 · cross-district

#16 · Jalnacell 4790001949

distance 0.126 · cross-district

#17 · Beedcell 4700008167

distance 0.127

#18 · Buldhanacell 4720000929

distance 0.127 · 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":4700008091}}}'

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.