Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680001032

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002522

distance 0.14

#2 · Wardhacell 4980003894

distance 0.162 · cross-district

#3 · Amravaticell 4680003021

distance 0.169

#4 · Amravaticell 4680002820

distance 0.183

#5 · Chhatrapati Sambhajinagarcell 4690008686

distance 0.186 · cross-district

#6 · Amravaticell 4680002509

distance 0.186

#7 · Solapurcell 4960002432

distance 0.198 · cross-district

#8 · Wardhacell 4980004649

distance 0.201 · cross-district

#9 · Wardhacell 4980004129

distance 0.202 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690007182

distance 0.204 · cross-district

#11 · Amravaticell 4680000564

distance 0.208

#12 · Wardhacell 4980004675

distance 0.208 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690007109

distance 0.214 · cross-district

#14 · Nagpurcell 4840006289

distance 0.214 · cross-district

#15 · Sanglicell 4930004866

distance 0.216 · cross-district

#16 · Jalnacell 4790006438

distance 0.218 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690007253

distance 0.218 · cross-district

#18 · Yavatmalcell 5000008656

distance 0.222 · 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":4680001032}}}'

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.