Pith Number

pith:KMUFMQX2

pith:2024:KMUFMQX2RAOTMUP4MIWGDPQGEI

not attested not anchored not stored refs pending

AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries

Irina Saparina, Mirella Lapata

arxiv:2406.19073 v2 · 2024-06-27 · 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{KMUFMQX2RAOTMUP4MIWGDPQGEI}

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

Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning

Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs

Receipt and verification

First computed	2026-07-05T09:28:52.446112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53285642fa881d3651fc622c61be06223346711c5a011c9b1257deb3f928c65b

Aliases

arxiv: 2406.19073 · arxiv_version: 2406.19073v2 · doi: 10.48550/arxiv.2406.19073 · pith_short_12: KMUFMQX2RAOT · pith_short_16: KMUFMQX2RAOTMUP4 · pith_short_8: KMUFMQX2

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/KMUFMQX2RAOTMUP4MIWGDPQGEI \
  | 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: 53285642fa881d3651fc622c61be06223346711c5a011c9b1257deb3f928c65b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9da336316bd2d8a25f028c14ad5c3420fcc88fea17f4bd55dfff365974156a45",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-27T10:43:04Z",
    "title_canon_sha256": "05810fbeaffe06ee91b45500d5b8d11405f81b11d23b0608c2118e1322789963"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.19073",
    "kind": "arxiv",
    "version": 2
  }
}