Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004262

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

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003571

distance 0.13

#2 · Akolacell 4670001420

distance 0.133 · cross-district

#3 · Amravaticell 4680002287

distance 0.145

#4 · Amravaticell 4680003782

distance 0.145

#5 · Buldhanacell 4720005624

distance 0.154 · cross-district

#6 · Akolacell 4670003324

distance 0.163 · cross-district

#7 · Amravaticell 4680003483

distance 0.164

#8 · Akolacell 4670001231

distance 0.165 · cross-district

#9 · Amravaticell 4680002881

distance 0.169

#10 · Amravaticell 4680002052

distance 0.169

#11 · Amravaticell 4680002989

distance 0.169

#12 · Akolacell 4670002908

distance 0.169 · cross-district

#13 · Amravaticell 4680003771

distance 0.17

#14 · Akolacell 4670003516

distance 0.171 · cross-district

#15 · Amravaticell 4680004648

distance 0.172

#16 · Amravaticell 4680004207

distance 0.175

#17 · Amravaticell 4680003183

distance 0.175

#18 · Akolacell 4670003674

distance 0.176 · 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":4680004262}}}'

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.