Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010496

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010451

distance 0.143

#2 · Amravaticell 4680010589

distance 0.178

#3 · Amravaticell 4680010493

distance 0.208

#4 · Amravaticell 4680010567

distance 0.256

#5 · Amravaticell 4680010494

distance 0.26

#6 · Nagpurcell 4840007328

distance 0.261 · cross-district

#7 · Amravaticell 4680007318

distance 0.281

#8 · Amravaticell 4680010495

distance 0.282

#9 · Nagpurcell 4840001352

distance 0.288 · cross-district

#10 · Chandrapurcell 4730000682

distance 0.29 · cross-district

#11 · Nagpurcell 4840007232

distance 0.305 · cross-district

#12 · Amravaticell 4680010452

distance 0.308

#13 · Chandrapurcell 4730000602

distance 0.311 · cross-district

#14 · Jalgaoncell 4780010088

distance 0.314 · cross-district

#15 · Chandrapurcell 4730001111

distance 0.319 · cross-district

#16 · Chandrapurcell 4730001109

distance 0.319 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690006432

distance 0.321 · cross-district

#18 · Chandrapurcell 4730000079

distance 0.323 · 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":4680010496}}}'

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.