Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720005421

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005566

distance 0.111

#2 · Buldhanacell 4720005365

distance 0.118

#3 · Buldhanacell 4720005587

distance 0.129

#4 · Buldhanacell 4720005285

distance 0.134

#5 · Amravaticell 4680001426

distance 0.153 · cross-district

#6 · Akolacell 4670000613

distance 0.156 · cross-district

#7 · Akolacell 4670004085

distance 0.159 · cross-district

#8 · Buldhanacell 4720006089

distance 0.159

#9 · Akolacell 4670000875

distance 0.161 · cross-district

#10 · Jalnacell 4790006615

distance 0.168 · cross-district

#11 · Buldhanacell 4720005500

distance 0.17

#12 · Buldhanacell 4720006187

distance 0.17

#13 · Beedcell 4700005989

distance 0.171 · cross-district

#14 · Buldhanacell 4720005720

distance 0.171

#15 · Akolacell 4670003511

distance 0.174 · cross-district

#16 · Buldhanacell 4720005343

distance 0.176

#17 · Amravaticell 4680001735

distance 0.177 · cross-district

#18 · Akolacell 4670003699

distance 0.178 · 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":4720005421}}}'

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.