Pith Number

pith:72KOHCDG

pith:2023:72KOHCDG3JD2RODUJYCFEEWOM7

not attested not anchored not stored refs pending

Compositional preference models for aligning LMs

Dongyoung Go, Germ\'an Kruszewski, Jos Rozen, Marc Dymetman, Tomasz Korbak

arxiv:2310.13011 v2 · 2023-10-17 · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{72KOHCDG3JD2RODUJYCFEEWOM7}

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

3 papers in Pith

Anatomy of Post-Training: Using Interpretability to Characterize Data and Shape the Learning Signal

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

PersLitEval: Fine-grained Benchmark and Evaluation of LLMs on Persian Literature Questions

Receipt and verification

First computed	2026-07-05T07:56:18.090743Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe94e38866da47a8b8744e045212ce67c6dbe8fcdee27597dffec0bfa3b0b372

Aliases

arxiv: 2310.13011 · arxiv_version: 2310.13011v2 · doi: 10.48550/arxiv.2310.13011 · pith_short_12: 72KOHCDG3JD2 · pith_short_16: 72KOHCDG3JD2RODU · pith_short_8: 72KOHCDG

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/72KOHCDG3JD2RODUJYCFEEWOM7 \
  | 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: fe94e38866da47a8b8744e045212ce67c6dbe8fcdee27597dffec0bfa3b0b372

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "580672e0812fb0b272630f768df997798dd83e0f22d7b4c599fa2aa031729668",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-17T01:31:59Z",
    "title_canon_sha256": "11899506fc8c9aaf0e65790e2c6258bf1419cf79a1550bd25470acf14fe9feac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13011",
    "kind": "arxiv",
    "version": 2
  }
}