Pith Number

pith:BAMMJHOF

pith:2026:BAMMJHOFXPRGZOYUGRZY33LNVL

not attested not anchored not stored refs pending

Predict the Retrieval! Test time adaptation for Retrieval Augmented Generation

Bowen Song, Liang Wang, Qiang Liu, Shu Wu, Weiqiang Wang, Xin Sun, Zhongqi Chen, Zilei Wang

arxiv:2601.11443 v2 · 2026-01-16 · 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{BAMMJHOFXPRGZOYUGRZY33LNVL}

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

EASE-TTT: Evidence-Aligned Selective Test-Time Training for Long-Context Question Answering

GAPD: Gold-Action Policy Distillation for Agentic Reinforcement Learning in Knowledge Base Question Answering

Receipt and verification

First computed	2026-06-23T02:13:58.813600Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0818c49dc5bbe26cbb1434738ded6daada33164bfd33f07dae76bd5b399cf6a2

Aliases

arxiv: 2601.11443 · arxiv_version: 2601.11443v2 · doi: 10.48550/arxiv.2601.11443 · pith_short_12: BAMMJHOFXPRG · pith_short_16: BAMMJHOFXPRGZOYU · pith_short_8: BAMMJHOF

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/BAMMJHOFXPRGZOYUGRZY33LNVL \
  | 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: 0818c49dc5bbe26cbb1434738ded6daada33164bfd33f07dae76bd5b399cf6a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "750b5bf16677f4aa015c8007554715dbea74485b280ec0495877f9533f4a77ef",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-01-16T17:07:01Z",
    "title_canon_sha256": "7d08d3cb40b258b9e1ca8f17cdb6d9e31418f0efc9b97567c9ddf0b02fea4f65"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.11443",
    "kind": "arxiv",
    "version": 2
  }
}