Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004826

The MH-36 locality cells most similar to this Buldhana 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720003319

distance 0.15

#2 · Buldhanacell 4720003393

distance 0.151

#3 · Buldhanacell 4720006343

distance 0.153

#4 · Akolacell 4670001058

distance 0.154 · cross-district

#5 · Buldhanacell 4720003476

distance 0.161

#6 · Buldhanacell 4720005353

distance 0.162

#7 · Buldhanacell 4720004159

distance 0.162

#8 · Buldhanacell 4720005274

distance 0.162

#9 · Buldhanacell 4720004916

distance 0.162

#10 · Washimcell 4990000106

distance 0.168 · cross-district

#11 · Amravaticell 4680003079

distance 0.168 · cross-district

#12 · Akolacell 4670000763

distance 0.17 · cross-district

#13 · Buldhanacell 4720003248

distance 0.171

#14 · Buldhanacell 4720007860

distance 0.173

#15 · Akolacell 4670000328

distance 0.174 · cross-district

#16 · Buldhanacell 4720003253

distance 0.175

#17 · Akolacell 4670003302

distance 0.176 · cross-district

#18 · Akolacell 4670000329

distance 0.177 · 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":472,"cluster_id":4720004826}}}'

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.