Pith Number

pith:JUPM4LMM

pith:2024:JUPM4LMMENAVBIFU6FEJNCNZWH

not attested not anchored not stored refs pending

Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories

Aaron Imani, Eduardo Almeida, Eric Huang, Iftekhar Ahmed, Mahan Tafreshipour, Thomas Zimmermann

arxiv:2412.17298 v2 · 2024-12-23 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JUPM4LMMENAVBIFU6FEJNCNZWH}

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

1 paper in Pith

What Prompts Don't Say: Understanding and Managing Underspecification in LLM Prompts

Receipt and verification

First computed	2026-07-05T09:59:57.770468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d1ece2d8c234150a0b4f1489689b9b1f2fea1abf3bd08fd254cc3369cfbe716

Aliases

arxiv: 2412.17298 · arxiv_version: 2412.17298v2 · doi: 10.48550/arxiv.2412.17298 · pith_short_12: JUPM4LMMENAV · pith_short_16: JUPM4LMMENAVBIFU · pith_short_8: JUPM4LMM

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/JUPM4LMMENAVBIFU6FEJNCNZWH \
  | 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: 4d1ece2d8c234150a0b4f1489689b9b1f2fea1abf3bd08fd254cc3369cfbe716

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6f55a6505a0d270ba34e704cbe62c3986a611405611be5cbdcd4b4cb9153e25",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-23T05:41:01Z",
    "title_canon_sha256": "95baffc6a9f4a0a7d1eeffbc67e34d10542bd403a6387a48a1436d9ab5d19f9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.17298",
    "kind": "arxiv",
    "version": 2
  }
}