Pith Number

pith:L7HVD6RQ

pith:2023:L7HVD6RQMIA27KFYJIE35F47LO

not attested not anchored not stored refs pending

GPT-RE: In-context Learning for Relation Extraction using Large Language Models

Fei Cheng, Haiyue Song, Jiwei Li, Qianying Liu, Sadao Kurohashi, Zhen Wan, Zhuoyuan Mao

arxiv:2305.02105 v3 · 2023-05-03 · cs.CL

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\usepackage{pith}
\pithnumber{L7HVD6RQMIA27KFYJIE35F47LO}

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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

3 papers in Pith

EmpiriGraph-Psy: A Dataset and LLM Pipeline for Extracting Empirical Relation Graphs from Psychology Abstracts

Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling

ProUIE: A Macro-to-Micro Progressive Learning Method for LLM-based Universal Information Extraction

Receipt and verification

First computed	2026-07-05T07:22:00.517140Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fcf51fa306201afa8b84a09be979f5b8be985507737a6ef0233a9aeb76c76b2

Aliases

arxiv: 2305.02105 · arxiv_version: 2305.02105v3 · doi: 10.48550/arxiv.2305.02105 · pith_short_12: L7HVD6RQMIA2 · pith_short_16: L7HVD6RQMIA27KFY · pith_short_8: L7HVD6RQ

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/L7HVD6RQMIA27KFYJIE35F47LO \
  | 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: 5fcf51fa306201afa8b84a09be979f5b8be985507737a6ef0233a9aeb76c76b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb19eb8976281c4b724a9bada842ee99f536abba799cf6a44b64e76b98d0732b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-03T13:28:08Z",
    "title_canon_sha256": "c4050a142a95c0e48f43267775b119cdef85ea88506f1815ff4fa3621d0e0827"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.02105",
    "kind": "arxiv",
    "version": 3
  }
}