Pith. sign in
Pith Number

pith:JEY7GGT4

pith:2026:JEY7GGT4UYLXGCJXD5XYHSTIQJ
not attested not anchored not stored refs pending

LLMs Encode Relevance as a Layer-Wise Cross-Lingual Signal

Gianluca Demartini, Joel Mackenzie, Pietro Bernardelle, Samaneh Mohtadi, Stefano Civelli

arxiv:2607.15555 v1 · 2026-07-17 · cs.IR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JEY7GGT4UYLXGCJXD5XYHSTIQJ}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-20T00:18:39.915259Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4931f31a7ca6177309371f6f83ca688244c2eaa3f48d6fe518afec2a35384d06

Aliases

arxiv: 2607.15555 · arxiv_version: 2607.15555v1 · doi: 10.48550/arxiv.2607.15555 · pith_short_12: JEY7GGT4UYLX · pith_short_16: JEY7GGT4UYLXGCJX · pith_short_8: JEY7GGT4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JEY7GGT4UYLXGCJXD5XYHSTIQJ \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 4931f31a7ca6177309371f6f83ca688244c2eaa3f48d6fe518afec2a35384d06
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5cf795e5cbfa1e93a6bd805c58f8fb7243c598a2c754c7453531b1d1ef10dc68",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-07-17T01:54:45Z",
    "title_canon_sha256": "4cd954e73a2bc64bf978e1df652b1601109a1ed1dde16a593fff25ecac6a3972"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.15555",
    "kind": "arxiv",
    "version": 1
  }
}