Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010457

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010308

distance 0.187

#2 · Amravaticell 4680010570

distance 0.197

#3 · Amravaticell 4680010311

distance 0.21

#4 · Chandrapurcell 4730003787

distance 0.212 · cross-district

#5 · Chandrapurcell 4730003254

distance 0.222 · cross-district

#6 · Amravaticell 4680010498

distance 0.225

#7 · Chandrapurcell 4730004340

distance 0.226 · cross-district

#8 · Amravaticell 4680010246

distance 0.229

#9 · Amravaticell 4680010357

distance 0.231

#10 · Amravaticell 4680010247

distance 0.231

#11 · Amravaticell 4680005684

distance 0.231

#12 · Amravaticell 4680010189

distance 0.235

#13 · Chandrapurcell 4730004250

distance 0.237 · cross-district

#14 · Amravaticell 4680010593

distance 0.237

#15 · Chandrapurcell 4730004251

distance 0.238 · cross-district

#16 · Amravaticell 4680010594

distance 0.238

#17 · Amravaticell 4680010552

distance 0.239

#18 · Chandrapurcell 4730004058

distance 0.241 · 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":4680010457}}}'

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.