Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010232

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.039

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010233

distance 0.039

#2 · Amravaticell 4680010054

distance 0.042

#3 · Amravaticell 4680010294

distance 0.046

#4 · Amravaticell 4680010346

distance 0.049

#5 · Amravaticell 4680010116

distance 0.049

#6 · Amravaticell 4680010115

distance 0.054

#7 · Amravaticell 4680010231

distance 0.059

#8 · Amravaticell 4680010056

distance 0.062

#9 · Amravaticell 4680010174

distance 0.062

#10 · Amravaticell 4680010347

distance 0.069

#11 · Amravaticell 4680010342

distance 0.069

#12 · Amravaticell 4680010293

distance 0.078

#13 · Amravaticell 4680009989

distance 0.079

#14 · Amravaticell 4680010394

distance 0.079

#15 · Amravaticell 4680010237

distance 0.08

#16 · Amravaticell 4680010175

distance 0.081

#17 · Amravaticell 4680010176

distance 0.088

#18 · Amravaticell 4680010173

distance 0.09

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":4680010232}}}'

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.