Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010557

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010603

distance 0.087

#2 · Amravaticell 4680010377

distance 0.163

#3 · Amravaticell 4680010559

distance 0.164

#4 · Amravaticell 4680010471

distance 0.23

#5 · Chandrapurcell 4730000078

distance 0.235 · cross-district

#6 · Amravaticell 4680010213

distance 0.241

#7 · Amravaticell 4680010583

distance 0.247

#8 · Amravaticell 4680010579

distance 0.263

#9 · Amravaticell 4680010537

distance 0.269

#10 · Chandrapurcell 4730000392

distance 0.275 · cross-district

#11 · Amravaticell 4680010567

distance 0.276

#12 · Chandrapurcell 4730000202

distance 0.277 · cross-district

#13 · Chandrapurcell 4730000146

distance 0.28 · cross-district

#14 · Amravaticell 4680010573

distance 0.28

#15 · Amravaticell 4680009552

distance 0.282

#16 · Nandurbarcell 4860004120

distance 0.285 · cross-district

#17 · Amravaticell 4680010404

distance 0.285

#18 · Gadchirolicell 4750002106

distance 0.287 · 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":4680010557}}}'

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.