Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720005404

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

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002889

distance 0.151 · cross-district

#2 · Amravaticell 4680002232

distance 0.177 · cross-district

#3 · Amravaticell 4680001834

distance 0.178 · cross-district

#4 · Amravaticell 4680002479

distance 0.238 · cross-district

#5 · Buldhanacell 4720006441

distance 0.241

#6 · Akolacell 4670001217

distance 0.244 · cross-district

#7 · Akolacell 4670002234

distance 0.259 · cross-district

#8 · Amravaticell 4680002692

distance 0.269 · cross-district

#9 · Amravaticell 4680002883

distance 0.272 · cross-district

#10 · Nagpurcell 4840002705

distance 0.275 · cross-district

#11 · Nagpurcell 4840006613

distance 0.278 · cross-district

#12 · Akolacell 4670001768

distance 0.284 · cross-district

#13 · Amravaticell 4680001614

distance 0.285 · cross-district

#14 · Nagpurcell 4840002423

distance 0.287 · cross-district

#15 · Nagpurcell 4840004373

distance 0.293 · cross-district

#16 · Buldhanacell 4720005902

distance 0.295

#17 · Nagpurcell 4840002513

distance 0.302 · cross-district

#18 · Wardhacell 4980004918

distance 0.307 · 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":4720005404}}}'

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.