Pith Number

pith:KIQL3NVU

pith:2025:KIQL3NVURF6TW3GMUTOL4YOJA5

not attested not anchored not stored refs pending

Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection

Gaowen Liu, Jayanth Srinivasa, Jingbo Shang, Letian Peng, Shangbin Feng, Wenhao Yu, Yifan Zhu, Yuwei Zhang

arxiv:2505.12306 v1 · 2025-05-18 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KIQL3NVURF6TW3GMUTOL4YOJA5}

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

2 papers in Pith

Scaling Participation in Modular AI Systems

MoCo: A One-Stop Shop for Model Collaboration Research

Receipt and verification

First computed	2026-07-05T11:05:01.945356Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5220bdb6b4897d3b6ccca4dcbe61c90771981b41a4160ef8f15a4efb49ef1607

Aliases

arxiv: 2505.12306 · arxiv_version: 2505.12306v1 · doi: 10.48550/arxiv.2505.12306 · pith_short_12: KIQL3NVURF6T · pith_short_16: KIQL3NVURF6TW3GM · pith_short_8: KIQL3NVU

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/KIQL3NVURF6TW3GMUTOL4YOJA5 \
  | 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: 5220bdb6b4897d3b6ccca4dcbe61c90771981b41a4160ef8f15a4efb49ef1607

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b6f55af76390ddbf196258de3a5bb1db3945147ae7a9616762181efa2fc4264",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-18T08:39:05Z",
    "title_canon_sha256": "114011a32d615885c7fbab59d64790a1c95552bf3d56b6ec843ab56dbab97306"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.12306",
    "kind": "arxiv",
    "version": 1
  }
}