Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010331

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680007851

distance 0.234

#2 · Amravaticell 4680010389

distance 0.241

#3 · Amravaticell 4680008328

distance 0.242

#4 · Amravaticell 4680007980

distance 0.253

#5 · Amravaticell 4680007333

distance 0.254

#6 · Amravaticell 4680009682

distance 0.255

#7 · Amravaticell 4680010330

distance 0.255

#8 · Amravaticell 4680009490

distance 0.258

#9 · Nagpurcell 4840000576

distance 0.262 · cross-district

#10 · Amravaticell 4680009202

distance 0.264

#11 · Nagpurcell 4840007446

distance 0.27 · cross-district

#12 · Amravaticell 4680010332

distance 0.272

#13 · Nagpurcell 4840001606

distance 0.279 · cross-district

#14 · Amravaticell 4680010388

distance 0.28

#15 · Amravaticell 4680007977

distance 0.282

#16 · Amravaticell 4680006558

distance 0.283

#17 · Amravaticell 4680009479

distance 0.283

#18 · Nagpurcell 4840002063

distance 0.284 · 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":4680010331}}}'

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.