Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004175

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004171

distance 0.179

#2 · Amravaticell 4680002578

distance 0.187

#3 · Akolacell 4670002089

distance 0.2 · cross-district

#4 · Amravaticell 4680002575

distance 0.203

#5 · Amravaticell 4680004060

distance 0.204

#6 · Amravaticell 4680004271

distance 0.209

#7 · Amravaticell 4680002984

distance 0.218

#8 · Amravaticell 4680004593

distance 0.22

#9 · Amravaticell 4680003475

distance 0.226

#10 · Amravaticell 4680001288

distance 0.228

#11 · Amravaticell 4680003568

distance 0.231

#12 · Akolacell 4670001589

distance 0.233 · cross-district

#13 · Amravaticell 4680001270

distance 0.235

#14 · Akolacell 4670002331

distance 0.237 · cross-district

#15 · Akolacell 4670002233

distance 0.239 · cross-district

#16 · Amravaticell 4680002056

distance 0.242

#17 · Amravaticell 4680005516

distance 0.243

#18 · Chandrapurcell 4730003413

distance 0.244 · 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":4680004175}}}'

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.