Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720003897

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670000241

distance 0.104 · cross-district

#2 · Buldhanacell 4720000418

distance 0.112

#3 · Buldhanacell 4720004117

distance 0.113

#4 · Buldhanacell 4720006126

distance 0.114

#5 · Parbhanicell 4890005309

distance 0.116 · cross-district

#6 · Parbhanicell 4890005308

distance 0.119 · cross-district

#7 · Buldhanacell 4720005220

distance 0.125

#8 · Buldhanacell 4720003971

distance 0.131

#9 · Beedcell 4700006866

distance 0.138 · cross-district

#10 · Buldhanacell 4720005716

distance 0.138

#11 · Amravaticell 4680001633

distance 0.139 · cross-district

#12 · Buldhanacell 4720000678

distance 0.144

#13 · Akolacell 4670000368

distance 0.15 · cross-district

#14 · Parbhanicell 4890004984

distance 0.15 · cross-district

#15 · Buldhanacell 4720004735

distance 0.151

#16 · Buldhanacell 4720000545

distance 0.151

#17 · Buldhanacell 4720005136

distance 0.153

#18 · Washimcell 4990000027

distance 0.156 · 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":4720003897}}}'

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.