Pith Number

pith:DK5FBX4Y

pith:2023:DK5FBX4YCFJ6G2TWFSB26HL7AP

not attested not anchored not stored refs pending

ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems

Christopher Potts, Jon Saad-Falcon, Matei Zaharia, Omar Khattab

arxiv:2311.09476 v2 · 2023-11-16 · cs.CL · cs.AI · cs.IR

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\usepackage{pith}
\pithnumber{DK5FBX4YCFJ6G2TWFSB26HL7AP}

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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

15 papers in Pith

Do You Need a Frontier Model as a Citation Verifier? Benchmarking Rubric LLMs for Deep-Research Source Attribution

Evidence Graph Consistency in Retrieval-Augmented Generation: A Model-Dependent Analysis of Hallucination Detection

Cascading Hallucination in Agentic RAG: The CHARM Framework for Detection and Mitigation

Evidence Graph Consistency in Retrieval-Augmented Generation: A Model-Dependent Analysis of Hallucination Detection

Agreement Metrics for LLM-as-Judge Evaluation: What to Report and Why

Receipt and verification

First computed	2026-07-05T08:02:48.009104Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1aba50df981153e36a762c83af1d7f03fb6f739d7c1f27ab15769ebac2161653

Aliases

arxiv: 2311.09476 · arxiv_version: 2311.09476v2 · doi: 10.48550/arxiv.2311.09476 · pith_short_12: DK5FBX4YCFJ6 · pith_short_16: DK5FBX4YCFJ6G2TW · pith_short_8: DK5FBX4Y

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/DK5FBX4YCFJ6G2TWFSB26HL7AP \
  | 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: 1aba50df981153e36a762c83af1d7f03fb6f739d7c1f27ab15769ebac2161653

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e819053b3af60267520c5efed060e8a7552da60bd876925b37ac2fad31f9d0c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-16T00:39:39Z",
    "title_canon_sha256": "c073176ea0a6ef0197234f80d2f652b45562c20de76036962ed925ba2aa4e0f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09476",
    "kind": "arxiv",
    "version": 2
  }
}