Pith Number

pith:QIZ6RJDE

pith:2024:QIZ6RJDEDJ6T6AWJRGNUAE26LM

not attested not anchored not stored refs pending

Don't Use LLMs to Make Relevance Judgments

Ian Soboroff

arxiv:2409.15133 v2 · 2024-09-23 · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QIZ6RJDEDJ6T6AWJRGNUAE26LM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Cited by

3 papers in Pith

Hybrid Pooling with LLMs via Relevance Context Learning

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Evaluating Tool-Using Language Agents: Judge Reliability, Propagation Cascades, and Runtime Mitigation in AgentProp-Bench

Receipt and verification

First computed	2026-07-05T10:39:21.154223Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8233e8a4641a7d3f02c9899b40135e5b1dbaba8cc1fc7a2a58215b4a1b31b780

Aliases

arxiv: 2409.15133 · arxiv_version: 2409.15133v2 · doi: 10.48550/arxiv.2409.15133 · pith_short_12: QIZ6RJDEDJ6T · pith_short_16: QIZ6RJDEDJ6T6AWJ · pith_short_8: QIZ6RJDE

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/QIZ6RJDEDJ6T6AWJRGNUAE26LM \
  | 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: 8233e8a4641a7d3f02c9899b40135e5b1dbaba8cc1fc7a2a58215b4a1b31b780

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42ab38415f8f57ae8e3ff503afaa19331b5be08160d247758d9ccabe45f45419",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-09-23T15:38:12Z",
    "title_canon_sha256": "3b43c39c28cea89ac44c9dd811906c5f8b7d09d998a8bcd916e9223c4eee9045"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.15133",
    "kind": "arxiv",
    "version": 2
  }
}