Pith. sign in
Pith Number

pith:ZVGT7CR2

pith:2025:ZVGT7CR2L625RNJKAWXKGYDFQP
not attested not anchored not stored refs pending

Can Memory-Augmented LLM Agents Aid Journalism in Interpreting and Framing News for Diverse Audiences?

Leyi Ouyang

arxiv:2507.21055 v2 · 2025-04-30 · cs.CY · cs.AI · cs.SI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZVGT7CR2L625RNJKAWXKGYDFQP}

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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.
Receipt and verification
First computed 2026-07-05T11:47:27.184904Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cd4d3f8a3a5fb5d8b52a05aea3606583ff9edc418ecf8c534c1b776021bd74bf

Aliases

arxiv: 2507.21055 · arxiv_version: 2507.21055v2 · doi: 10.48550/arxiv.2507.21055 · pith_short_12: ZVGT7CR2L625 · pith_short_16: ZVGT7CR2L625RNJK · pith_short_8: ZVGT7CR2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZVGT7CR2L625RNJKAWXKGYDFQP \
  | 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: cd4d3f8a3a5fb5d8b52a05aea3606583ff9edc418ecf8c534c1b776021bd74bf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d74d29d71ef8c17e5fb8e8b6739ba7ca41c3613bfc20b776c881e4487adb0e0b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-04-30T13:43:18Z",
    "title_canon_sha256": "fb71b93868d32e1655d831a296765fa9fa7c696b9290f679cae621261118ec08"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.21055",
    "kind": "arxiv",
    "version": 2
  }
}