Pith Number

pith:G43TPGEM

pith:2026:G43TPGEMYEXV6RJBV37BSJHNLC

not attested not anchored not stored refs pending

CreativeInstruct: Scalably Teaching LLMs to Balance Quality, Creativity, and Diversity

Ananya Sahu, Elias Stengel-Eskin, Mohit Bansal

arxiv:2608.07460 v1 · 2026-08-07 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G43TPGEMYEXV6RJBV37BSJHNLC}

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.

Receipt and verification

First computed	2026-08-10T01:15:28.737944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

373737988cc12f5f4521aefe1924ed58ac668a0bba27657de28008a5c95a5ec6

Aliases

arxiv: 2608.07460 · arxiv_version: 2608.07460v1 · doi: 10.48550/arxiv.2608.07460 · pith_short_12: G43TPGEMYEXV · pith_short_16: G43TPGEMYEXV6RJB · pith_short_8: G43TPGEM

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/G43TPGEMYEXV6RJBV37BSJHNLC \
  | 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: 373737988cc12f5f4521aefe1924ed58ac668a0bba27657de28008a5c95a5ec6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5aaee01ca40d3810fe21fe92e4eb2cfc7cf2b3118771d13d374a81275d13274a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-08-07T17:55:48Z",
    "title_canon_sha256": "aec885ff933f90a448c1e09228e6c1830e7e19b98e80ff506be33fd10b19caaa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.07460",
    "kind": "arxiv",
    "version": 1
  }
}