Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680002129

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

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003237

distance 0.116

#2 · Amravaticell 4680003533

distance 0.127

#3 · Amravaticell 4680002676

distance 0.131

#4 · Amravaticell 4680002545

distance 0.132

#5 · Amravaticell 4680003679

distance 0.134

#6 · Amravaticell 4680004538

distance 0.139

#7 · Amravaticell 4680003334

distance 0.14

#8 · Amravaticell 4680003435

distance 0.143

#9 · Amravaticell 4680003138

distance 0.147

#10 · Buldhanacell 4720005278

distance 0.147 · cross-district

#11 · Amravaticell 4680004641

distance 0.148

#12 · Amravaticell 4680001796

distance 0.15

#13 · Amravaticell 4680002322

distance 0.151

#14 · Amravaticell 4680003578

distance 0.151

#15 · Amravaticell 4680003431

distance 0.151

#16 · Akolacell 4670002933

distance 0.151 · cross-district

#17 · Amravaticell 4680004635

distance 0.152

#18 · Amravaticell 4680004349

distance 0.152

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":4680002129}}}'

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.