Pith Number

pith:FHNKORR6

pith:2024:FHNKORR6EDLXXF6TZWIUOOQO5E

not attested not anchored not stored refs pending

AQA: Adaptive Question Answering in a Society of LLMs via Contextual Multi-Armed Bandit

Arjen P. de Vries, Faegheh Hasibi, Harrie Oosterhuis, Maarten de Rijke, Mohanna Hoveyda

arxiv:2409.13447 v2 · 2024-09-20 · 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{FHNKORR6EDLXXF6TZWIUOOQO5E}

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

1 paper in Pith

Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking

Receipt and verification

First computed	2026-07-05T09:10:05.454755Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29daa7463e20d77b97d3cd91473a0ee9223f8e4d180d9384426517f3e8945f76

Aliases

arxiv: 2409.13447 · arxiv_version: 2409.13447v2 · doi: 10.48550/arxiv.2409.13447 · pith_short_12: FHNKORR6EDLX · pith_short_16: FHNKORR6EDLXXF6T · pith_short_8: FHNKORR6

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/FHNKORR6EDLXXF6TZWIUOOQO5E \
  | 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: 29daa7463e20d77b97d3cd91473a0ee9223f8e4d180d9384426517f3e8945f76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcd34b612cb507b427be66b473fb011548dc0d0772e7e5259b9f1db13604edf4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-20T12:28:18Z",
    "title_canon_sha256": "91264e61fadecb08b18496739f17cfc5e5725c4665415df056109a6bcf0870c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.13447",
    "kind": "arxiv",
    "version": 2
  }
}