Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010456

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010453

distance 0.152

#2 · Amravaticell 4680010545

distance 0.212

#3 · Jalgaoncell 4780010063

distance 0.228 · cross-district

#4 · Amravaticell 4680010521

distance 0.232

#5 · Jalgaoncell 4780010064

distance 0.24 · cross-district

#6 · Jalgaoncell 4780009700

distance 0.241 · cross-district

#7 · Amravaticell 4680010522

distance 0.25

#8 · Amravaticell 4680010497

distance 0.258

#9 · Jalgaoncell 4780009987

distance 0.259 · cross-district

#10 · Jalgaoncell 4780009701

distance 0.262 · cross-district

#11 · Jalgaoncell 4780010069

distance 0.263 · cross-district

#12 · Nagpurcell 4840007676

distance 0.27 · cross-district

#13 · Jalgaoncell 4780009982

distance 0.271 · cross-district

#14 · Gadchirolicell 4750002668

distance 0.273 · cross-district

#15 · Nagpurcell 4840007675

distance 0.281 · cross-district

#16 · Amravaticell 4680010450

distance 0.281

#17 · Chandrapurcell 4730000607

distance 0.282 · cross-district

#18 · Nagpurcell 4840002246

distance 0.283 · 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":4680010456}}}'

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.