Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680009178

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.062

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680009569

distance 0.062

#2 · Amravaticell 4680009086

distance 0.079

#3 · Nagpurcell 4840007839

distance 0.107 · cross-district

#4 · Amravaticell 4680009827

distance 0.109

#5 · Nagpurcell 4840007781

distance 0.119 · cross-district

#6 · Amravaticell 4680009661

distance 0.126

#7 · Amravaticell 4680009269

distance 0.14

#8 · Amravaticell 4680009272

distance 0.144

#9 · Amravaticell 4680009180

distance 0.145

#10 · Amravaticell 4680009472

distance 0.147

#11 · Amravaticell 4680009087

distance 0.148

#12 · Amravaticell 4680009270

distance 0.148

#13 · Nagpurcell 4840007780

distance 0.16 · cross-district

#14 · Amravaticell 4680009370

distance 0.162

#15 · Amravaticell 4680009271

distance 0.17

#16 · Amravaticell 4680009179

distance 0.175

#17 · Amravaticell 4680008995

distance 0.182

#18 · Nagpurcell 4840007779

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":4680009178}}}'

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.