Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004133

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004135

distance 0.11

#2 · Amravaticell 4680004709

distance 0.136

#3 · Amravaticell 4680004132

distance 0.139

#4 · Amravaticell 4680004234

distance 0.151

#5 · Amravaticell 4680004239

distance 0.155

#6 · Amravaticell 4680004134

distance 0.156

#7 · Amravaticell 4680004230

distance 0.176

#8 · Amravaticell 4680004625

distance 0.176

#9 · Amravaticell 4680004910

distance 0.182

#10 · Amravaticell 4680004233

distance 0.183

#11 · Amravaticell 4680004417

distance 0.188

#12 · Amravaticell 4680003953

distance 0.191

#13 · Amravaticell 4680004519

distance 0.193

#14 · Amravaticell 4680004246

distance 0.195

#15 · Amravaticell 4680004139

distance 0.196

#16 · Amravaticell 4680004051

distance 0.199

#17 · Amravaticell 4680005230

distance 0.201

#18 · Amravaticell 4680003951

distance 0.202

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":4680004133}}}'

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.