Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720007921

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720007960

distance 0.097

#2 · Buldhanacell 4720007728

distance 0.128

#3 · Akolacell 4670002694

distance 0.141 · cross-district

#4 · Amravaticell 4680002667

distance 0.155 · cross-district

#5 · Akolacell 4670002936

distance 0.163 · cross-district

#6 · Buldhanacell 4720007704

distance 0.167

#7 · Akolacell 4670002857

distance 0.175 · cross-district

#8 · Akolacell 4670004032

distance 0.181 · cross-district

#9 · Buldhanacell 4720007585

distance 0.181

#10 · Akolacell 4670002778

distance 0.184 · cross-district

#11 · Buldhanacell 4720008122

distance 0.188

#12 · Amravaticell 4680002969

distance 0.19 · cross-district

#13 · Akolacell 4670002262

distance 0.192 · cross-district

#14 · Buldhanacell 4720003491

distance 0.192

#15 · Amravaticell 4680000202

distance 0.193 · cross-district

#16 · Buldhanacell 4720006946

distance 0.194

#17 · Buldhanacell 4720007911

distance 0.194

#18 · Amravaticell 4680003442

distance 0.196 · 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":4720007921}}}'

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.