Pith Number

pith:JQRVUTKU

pith:2023:JQRVUTKUPHX3OZFXXCKWLF35BT

not attested not anchored not stored refs pending

TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models

Qi Zhang, Rui Zheng, Senjie Jin, Songyang Gao, Tao Gui, Tianze Chen, Xianjun Yang, Xiao Wang, Xuanjing Huang, Yicheng Zou, Yuansen Zhang, Zhiheng Xi

arxiv:2310.06762 v1 · 2023-10-10 · 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{JQRVUTKUPHX3OZFXXCKWLF35BT}

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

20 papers in Pith

Task-Differentiated Atomic Skill Expansion and Routing for Continual Learning Across Highly Heterogeneous Tasks

CEO-Bench: Can Agents Play the Long Game?

LLM Evolution as an Industry-Scale Ecosystem: A Lifecycle Perspective on Continual Learning

RPO-PDT: Demonstrating Role-Play-Based Knowledge Adaptation for Student Support Dialogue (Demonstration System)

TailLoR: Protecting Principal Components in Parameter-Efficient Continual Learning

Receipt and verification

First computed	2026-07-05T06:59:23.569299Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c235a4d5479efb764b7b89565977d0cc15484eea49617fd8b6bf1086d1b1ac1

Aliases

arxiv: 2310.06762 · arxiv_version: 2310.06762v1 · doi: 10.48550/arxiv.2310.06762 · pith_short_12: JQRVUTKUPHX3 · pith_short_16: JQRVUTKUPHX3OZFX · pith_short_8: JQRVUTKU

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/JQRVUTKUPHX3OZFXXCKWLF35BT \
  | 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: 4c235a4d5479efb764b7b89565977d0cc15484eea49617fd8b6bf1086d1b1ac1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dadb89d67703184b075cec61fad1f027ce2168dabe959c451809a1c60df77126",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-10T16:38:49Z",
    "title_canon_sha256": "da50520fb3dc357186f680948296d91a6743abc2bed286c71fbb8ac9643e1eec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.06762",
    "kind": "arxiv",
    "version": 1
  }
}