Pith Number

pith:RGP3HIGJ

pith:2024:RGP3HIGJEXG6HA4FSJX3KTSC2R

not attested not anchored not stored refs pending

Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions

Ashish Sabharwal, Hannaneh Hajishirzi, Oyvind Tafjord, Sarah Wiegreffe, Yonatan Belinkov

arxiv:2407.15018 v2 · 2024-07-21 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RGP3HIGJEXG6HA4FSJX3KTSC2R}

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

4 papers in Pith

Improving Cross-Format Robustness in Language Models with Multi-Format Training

An Attribute-Based Measure of Video Complexity

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations

To Adapt or not to Adapt, Rethinking the Value of Medical Knowledge-Aware Large Language Models

Receipt and verification

First computed	2026-07-05T10:26:38.796008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

899fb3a0c925cde38385926fb54e42d46a450713d64e733ca3d1d84be5cac87d

Aliases

arxiv: 2407.15018 · arxiv_version: 2407.15018v2 · doi: 10.48550/arxiv.2407.15018 · pith_short_12: RGP3HIGJEXG6 · pith_short_16: RGP3HIGJEXG6HA4F · pith_short_8: RGP3HIGJ

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/RGP3HIGJEXG6HA4FSJX3KTSC2R \
  | 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: 899fb3a0c925cde38385926fb54e42d46a450713d64e733ca3d1d84be5cac87d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "358bf5cb8db2b36a8661750ac94e1db1682c6aa814b24009b781bc12e3fb302d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-21T00:10:23Z",
    "title_canon_sha256": "37f549b6b470a0f6a258f71d8a27d944a7d5f344ca40a33e5c75700dbca8f255"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15018",
    "kind": "arxiv",
    "version": 2
  }
}