Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010463

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

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010310

distance 0.173

#2 · Amravaticell 4680010377

distance 0.221

#3 · Nandedcell 4850004499

distance 0.223 · cross-district

#4 · Parbhanicell 4890002445

distance 0.229 · cross-district

#5 · Amravaticell 4680010573

distance 0.231

#6 · Nandedcell 4850004488

distance 0.239 · cross-district

#7 · Parbhanicell 4890002529

distance 0.239 · cross-district

#8 · Hingolicell 4770001759

distance 0.24 · cross-district

#9 · Nagpurcell 4840001440

distance 0.241 · cross-district

#10 · Hingolicell 4770001060

distance 0.241 · cross-district

#11 · Nandedcell 4850004498

distance 0.244 · cross-district

#12 · Amravaticell 4680010549

distance 0.245

#13 · Amravaticell 4680007522

distance 0.248

#14 · Amravaticell 4680001737

distance 0.248

#15 · Nandedcell 4850004551

distance 0.249 · cross-district

#16 · Amravaticell 4680010404

distance 0.25

#17 · Hingolicell 4770000488

distance 0.25 · cross-district

#18 · Parbhanicell 4890001946

distance 0.254 · 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":4680010463}}}'

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.