Pith Number

pith:OIJWZ6OM

pith:2024:OIJWZ6OMX4SPF2QPSWHUFWZSPZ

not attested not anchored not stored refs pending

CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models

Chen Huang, Dingnan Jin, Hongru Liang, Junhong Liu, Peixin Qin, Tat-Seng Chua, Tong Zhang, Wenqiang Lei, Yang Deng

arxiv:2405.12063 v2 · 2024-05-20 · 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{OIJWZ6OMX4SPF2QPSWHUFWZSPZ}

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

Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments

Discriminatory Compliance: How LLMs Answer Queries from Protected Groups

Receipt and verification

First computed	2026-07-05T08:25:54.304758Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72136cf9ccbf24f2ea0f958f42db327e5b23c016db9f0f6f031bec8f6269988a

Aliases

arxiv: 2405.12063 · arxiv_version: 2405.12063v2 · doi: 10.48550/arxiv.2405.12063 · pith_short_12: OIJWZ6OMX4SP · pith_short_16: OIJWZ6OMX4SPF2QP · pith_short_8: OIJWZ6OM

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/OIJWZ6OMX4SPF2QPSWHUFWZSPZ \
  | 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: 72136cf9ccbf24f2ea0f958f42db327e5b23c016db9f0f6f031bec8f6269988a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "579b3c8aa27e882b16965ed417bac6840348cbd9fbe8126cbdffbaaff3ad41b7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-20T14:34:01Z",
    "title_canon_sha256": "52e06a8260eca5c3793ce27588dc82a4cc5ef2728b3d72273e947c3fefef3207"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.12063",
    "kind": "arxiv",
    "version": 2
  }
}