Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680002239

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003064

distance 0.2

#2 · Akolacell 4670004166

distance 0.219 · cross-district

#3 · Amravaticell 4680002533

distance 0.226

#4 · Amravaticell 4680004355

distance 0.235

#5 · Akolacell 4670002993

distance 0.253 · cross-district

#6 · Amravaticell 4680003631

distance 0.257

#7 · Amravaticell 4680005646

distance 0.264

#8 · Akolacell 4670003177

distance 0.275 · cross-district

#9 · Amravaticell 4680001202

distance 0.278

#10 · Buldhanacell 4720004950

distance 0.284 · cross-district

#11 · Amravaticell 4680004156

distance 0.288

#12 · Akolacell 4670003208

distance 0.288 · cross-district

#13 · Amravaticell 4680005383

distance 0.288

#14 · Amravaticell 4680004217

distance 0.289

#15 · Amravaticell 4680004777

distance 0.293

#16 · Akolacell 4670001624

distance 0.294 · cross-district

#17 · Akolacell 4670002574

distance 0.296 · cross-district

#18 · Amravaticell 4680003744

distance 0.296

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":4680002239}}}'

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.