Pith Number

pith:5VKMMTNG

pith:2024:5VKMMTNGJ5PD2WMSELN4TA2DIS

not attested not anchored not stored refs pending

OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Akari Asai, Amanpreet Singh, Bohao Wu, Dan Weld, David Wadden, Doug Downey, Graham Neubig, Hannaneh Hajishirzi, Hao Tong, Jacqueline He, Joseph Chee Chang, Kyle Lo, Luca Soldaini, Luke Zettlemoyer, Matt Latzke, Mike D'Arcy, Minyang Tian, Pang Wei Koh, Pan Ji, Rulin Shao, Sergey Feldman, Shengyan Liu, Weijia Shi, Wen-tau Yih, Yanyu Xiong

arxiv:2411.14199 v1 · 2024-11-21 · cs.CL · cs.AI · cs.DL · cs.IR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5VKMMTNGJ5PD2WMSELN4TA2DIS}

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

23 papers in Pith

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers?

Can AI Agents Synthesize Scientific Conclusions?

Illusions of the Gold Standard: A Large-scale Analysis of Human Evaluation Protocols for Long-form Text Generation

Multi-Turn Agentic Scientific Literature Search via Workflow Induction

FARS: A Fully Automated Research System Deployed at Scale

Receipt and verification

First computed	2026-07-05T09:38:43.190207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed54c64da64f5e3d599222dbc9834344857f58b5a1013a2d9b291386963f97f9

Aliases

arxiv: 2411.14199 · arxiv_version: 2411.14199v1 · doi: 10.48550/arxiv.2411.14199 · pith_short_12: 5VKMMTNGJ5PD · pith_short_16: 5VKMMTNGJ5PD2WMS · pith_short_8: 5VKMMTNG

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/5VKMMTNGJ5PD2WMSELN4TA2DIS \
  | 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: ed54c64da64f5e3d599222dbc9834344857f58b5a1013a2d9b291386963f97f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80e4e9fee16fccb1dc7b570d7dba221405ee6689e9e9df3fbdef80d7653b8b7e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DL",
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-21T15:07:42Z",
    "title_canon_sha256": "7f78669d33e4ab53a3b64652f2a9680c0d4e0a0f6312c35d29057aba5bd40665"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14199",
    "kind": "arxiv",
    "version": 1
  }
}