Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010441

The MH-36 locality cells most similar to this Amravati 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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010442

distance 0.149

#2 · Bhandaracell 4710001247

distance 0.244 · cross-district

#3 · Bhandaracell 4710001203

distance 0.244 · cross-district

#4 · Bhandaracell 4710001292

distance 0.246 · cross-district

#5 · Nagpurcell 4840006923

distance 0.249 · cross-district

#6 · Bhandaracell 4710003473

distance 0.25 · cross-district

#7 · Bhandaracell 4710003478

distance 0.253 · cross-district

#8 · Amravaticell 4680009842

distance 0.259

#9 · Chandrapurcell 4730008974

distance 0.26 · cross-district

#10 · Bhandaracell 4710001165

distance 0.262 · cross-district

#11 · Bhandaracell 4710003393

distance 0.266 · cross-district

#12 · Gondiacell 4760000670

distance 0.267 · cross-district

#13 · Bhandaracell 4710003472

distance 0.268 · cross-district

#14 · Bhandaracell 4710003474

distance 0.271 · cross-district

#15 · Chandrapurcell 4730009115

distance 0.271 · cross-district

#16 · Amravaticell 4680010099

distance 0.271

#17 · Amravaticell 4680010443

distance 0.273

#18 · Amravaticell 4680009911

distance 0.273

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":468,"cluster_id":4680010441}}}'

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.