Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720006521

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720006790

distance 0.069

#2 · Amravaticell 4680003577

distance 0.121 · cross-district

#3 · Buldhanacell 4720006103

distance 0.129

#4 · Amravaticell 4680001295

distance 0.137 · cross-district

#5 · Amravaticell 4680003320

distance 0.143 · cross-district

#6 · Amravaticell 4680004557

distance 0.143 · cross-district

#7 · Buldhanacell 4720006791

distance 0.143

#8 · Akolacell 4670003440

distance 0.146 · cross-district

#9 · Amravaticell 4680004554

distance 0.151 · cross-district

#10 · Amravaticell 4680004556

distance 0.152 · cross-district

#11 · Amravaticell 4680005041

distance 0.153 · cross-district

#12 · Buldhanacell 4720005883

distance 0.157

#13 · Amravaticell 4680003676

distance 0.157 · cross-district

#14 · Akolacell 4670004188

distance 0.158 · cross-district

#15 · Akolacell 4670003485

distance 0.16 · cross-district

#16 · Amravaticell 4680000742

distance 0.161 · cross-district

#17 · Akolacell 4670003218

distance 0.161 · cross-district

#18 · Amravaticell 4680001073

distance 0.163 · 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":4720006521}}}'

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.