Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680009481

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.077

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680009482

distance 0.077

#2 · Amravaticell 4680009671

distance 0.101

#3 · Amravaticell 4680009484

distance 0.126

#4 · Amravaticell 4680009577

distance 0.131

#5 · Amravaticell 4680009579

distance 0.146

#6 · Amravaticell 4680009377

distance 0.162

#7 · Amravaticell 4680009378

distance 0.165

#8 · Amravaticell 4680009578

distance 0.182

#9 · Amravaticell 4680009755

distance 0.215

#10 · Amravaticell 4680009670

distance 0.222

#11 · Amravaticell 4680009583

distance 0.236

#12 · Amravaticell 4680009007

distance 0.241

#13 · Amravaticell 4680009675

distance 0.257

#14 · Amravaticell 4680009831

distance 0.258

#15 · Amravaticell 4680009098

distance 0.285

#16 · Amravaticell 4680009673

distance 0.287

#17 · Amravaticell 4680009008

distance 0.289

#18 · Amravaticell 4680009005

distance 0.29

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":4680009481}}}'

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.