Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010237

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

0.051

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010233

distance 0.051

#2 · Amravaticell 4680010174

distance 0.061

#3 · Amravaticell 4680010054

distance 0.063

#4 · Amravaticell 4680010341

distance 0.065

#5 · Amravaticell 4680010116

distance 0.066

#6 · Amravaticell 4680010176

distance 0.069

#7 · Amravaticell 4680010236

distance 0.073

#8 · Amravaticell 4680010117

distance 0.073

#9 · Amravaticell 4680010173

distance 0.074

#10 · Amravaticell 4680010345

distance 0.075

#11 · Amravaticell 4680010232

distance 0.08

#12 · Amravaticell 4680010342

distance 0.081

#13 · Amravaticell 4680010231

distance 0.085

#14 · Amravaticell 4680010293

distance 0.089

#15 · Amravaticell 4680010177

distance 0.094

#16 · Amravaticell 4680010115

distance 0.096

#17 · Amravaticell 4680010175

distance 0.1

#18 · Amravaticell 4680010346

distance 0.102

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":4680010237}}}'

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.