Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680006743

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.339

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004733

distance 0.339 · cross-district

#2 · Amravaticell 4680006882

distance 0.365

#3 · Chhatrapati Sambhajinagarcell 4690001317

distance 0.366 · cross-district

#4 · Amravaticell 4680002686

distance 0.367

#5 · Chandrapurcell 4730008105

distance 0.369 · cross-district

#6 · Yavatmalcell 5000002787

distance 0.374 · cross-district

#7 · Kolhapurcell 4800005142

distance 0.387 · cross-district

#8 · Beedcell 4700001343

distance 0.394 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003299

distance 0.398 · cross-district

#10 · Nagpurcell 4840001077

distance 0.403 · cross-district

#11 · Kolhapurcell 4800004276

distance 0.404 · cross-district

#12 · Punecell 4900001298

distance 0.407 · cross-district

#13 · Nagpurcell 4840003297

distance 0.419 · cross-district

#14 · Nagpurcell 4840003627

distance 0.42 · cross-district

#15 · Jalgaoncell 4780006367

distance 0.42 · cross-district

#16 · Kolhapurcell 4800001788

distance 0.421 · cross-district

#17 · Hingolicell 4770002128

distance 0.425 · cross-district

#18 · Jalgaoncell 4780000493

distance 0.432 · 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":4680006743}}}'

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.