Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680009809

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680009727

distance 0.127

#2 · Amravaticell 4680009635

distance 0.135

#3 · Amravaticell 4680006505

distance 0.173

#4 · Amravaticell 4680009726

distance 0.188

#5 · Amravaticell 4680006368

distance 0.19

#6 · Amravaticell 4680009634

distance 0.2

#7 · Amravaticell 4680007259

distance 0.201

#8 · Amravaticell 4680007271

distance 0.219

#9 · Amravaticell 4680009637

distance 0.226

#10 · Buldhanacell 4720008218

distance 0.226 · cross-district

#11 · Amravaticell 4680006643

distance 0.226

#12 · Amravaticell 4680009959

distance 0.228

#13 · Amravaticell 4680005126

distance 0.228

#14 · Amravaticell 4680006641

distance 0.229

#15 · Washimcell 4990003520

distance 0.229 · cross-district

#16 · Amravaticell 4680006944

distance 0.231

#17 · Amravaticell 4680009633

distance 0.234

#18 · Buldhanacell 4720004038

distance 0.236 · 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":4680009809}}}'

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.