Pith Number

pith:CEZU4Y6H

pith:2024:CEZU4Y6H7IPMNCQMC3HQBSZBSZ

not attested not anchored not stored refs pending

Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models

Fei Wang, Jiefeng Chen, Ruoxi Sun, Sercan \"O. Ar{\i}k, Xingchen Wan

arxiv:2410.07176 v2 · 2024-10-09 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{CEZU4Y6H7IPMNCQMC3HQBSZBSZ}

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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

8 papers in Pith

PRA-RAG: Provably Robust Aggregation in Retrieval-Augmented Generation against Retrieval Corruption

Agent System Operations: Categorization, Challenges, and Future Directions

Does RAG Know When Retrieval Is Wrong? Diagnosing Context Compliance under Knowledge Conflict

Gaussian mixture models as a proxy for interacting language models

Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering

Receipt and verification

First computed	2026-07-05T11:13:13.855526Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11334e63c7fa1ec68a0c16cf00cb219657e480d41adf792c56bef8df44deaa0b

Aliases

arxiv: 2410.07176 · arxiv_version: 2410.07176v2 · doi: 10.48550/arxiv.2410.07176 · pith_short_12: CEZU4Y6H7IPM · pith_short_16: CEZU4Y6H7IPMNCQM · pith_short_8: CEZU4Y6H

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/CEZU4Y6H7IPMNCQMC3HQBSZBSZ \
  | 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: 11334e63c7fa1ec68a0c16cf00cb219657e480d41adf792c56bef8df44deaa0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe375b61fc267a1b3b6805097df695a26a1f32985e9d49dfc1bf9b01b6bf8b01",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-09T17:59:58Z",
    "title_canon_sha256": "9fc228901f8612543bf911b0240ccc17a6737569b7f2f0460c7420cb5017cdf4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.07176",
    "kind": "arxiv",
    "version": 2
  }
}