Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680003403

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002507

distance 0.133

#2 · Amravaticell 4680002622

distance 0.138

#3 · Amravaticell 4680007227

distance 0.146

#4 · Amravaticell 4680003117

distance 0.155

#5 · Amravaticell 4680003314

distance 0.156

#6 · Amravaticell 4680008074

distance 0.158

#7 · Amravaticell 4680002508

distance 0.158

#8 · Amravaticell 4680004196

distance 0.166

#9 · Jalgaoncell 4780001609

distance 0.169 · cross-district

#10 · Amravaticell 4680003612

distance 0.171

#11 · Wardhacell 4980004133

distance 0.174 · cross-district

#12 · Nagpurcell 4840006654

distance 0.174 · cross-district

#13 · Amravaticell 4680001336

distance 0.175

#14 · Jalgaoncell 4780001735

distance 0.175 · cross-district

#15 · Amravaticell 4680002724

distance 0.178

#16 · Amravaticell 4680002921

distance 0.179

#17 · Amravaticell 4680001973

distance 0.18

#18 · Jalgaoncell 4780001413

distance 0.183 · 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":4680003403}}}'

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.