Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720007521

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720007520

distance 0.094

#2 · Buldhanacell 4720007230

distance 0.198

#3 · Amravaticell 4680002679

distance 0.21 · cross-district

#4 · Akolacell 4670002383

distance 0.213 · cross-district

#5 · Buldhanacell 4720006376

distance 0.215

#6 · Akolacell 4670002215

distance 0.218 · cross-district

#7 · Amravaticell 4680003376

distance 0.218 · cross-district

#8 · Akolacell 4670001172

distance 0.221 · cross-district

#9 · Buldhanacell 4720007400

distance 0.221

#10 · Nagpurcell 4840004936

distance 0.222 · cross-district

#11 · Amravaticell 4680004405

distance 0.224 · cross-district

#12 · Akolacell 4670001552

distance 0.227 · cross-district

#13 · Akolacell 4670002915

distance 0.227 · cross-district

#14 · Amravaticell 4680001944

distance 0.228 · cross-district

#15 · Buldhanacell 4720007042

distance 0.23

#16 · Nagpurcell 4840004357

distance 0.233 · cross-district

#17 · Amravaticell 4680004173

distance 0.235 · cross-district

#18 · Akolacell 4670004425

distance 0.235 · 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":4720007521}}}'

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.