Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680007321

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.327

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680007491

distance 0.327

#2 · Sanglicell 4930005761

distance 0.381 · cross-district

#3 · Buldhanacell 4720008337

distance 0.386 · cross-district

#4 · Sataracell 4940000492

distance 0.386 · cross-district

#5 · Akolacell 4670004641

distance 0.387 · cross-district

#6 · Gadchirolicell 4750010586

distance 0.388 · cross-district

#7 · Nandurbarcell 4860004997

distance 0.394 · cross-district

#8 · Bhandaracell 4710003220

distance 0.394 · cross-district

#9 · Amravaticell 4680007006

distance 0.396

#10 · Amravaticell 4680007645

distance 0.407

#11 · Amravaticell 4680009833

distance 0.41

#12 · Sataracell 4940000254

distance 0.411 · cross-district

#13 · Gondiacell 4760000964

distance 0.416 · cross-district

#14 · Sanglicell 4930005675

distance 0.42 · cross-district

#15 · Sanglicell 4930005653

distance 0.422 · cross-district

#16 · Gondiacell 4760002787

distance 0.422 · cross-district

#17 · Bhandaracell 4710003035

distance 0.428 · cross-district

#18 · Gondiacell 4760000856

distance 0.431 · 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":468,"cluster_id":4680007321}}}'

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.