Pith Number

pith:EIHWDV5N

pith:2017:EIHWDV5NSPOVCCZN6AYRTXIDY4

not attested not anchored not stored refs pending

Generative Models for Learning from Crowds

Chi Hong

arxiv:1706.03930 v3 · 2017-06-13 · cs.AI · cs.HC · 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{EIHWDV5NSPOVCCZN6AYRTXIDY4}

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	2026-05-18T00:33:49.501423Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

220f61d7ad93dd510b2df03119dd03c7081d586008830cd0851b522f9760988e

Aliases

arxiv: 1706.03930 · arxiv_version: 1706.03930v3 · doi: 10.48550/arxiv.1706.03930 · pith_short_12: EIHWDV5NSPOV · pith_short_16: EIHWDV5NSPOVCCZN · pith_short_8: EIHWDV5N

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/EIHWDV5NSPOVCCZN6AYRTXIDY4 \
  | 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: 220f61d7ad93dd510b2df03119dd03c7081d586008830cd0851b522f9760988e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7f69fc6974b5a64e41d0b63a5e17fa6a79099153ae562c08fa5aca1f8c8e0c9",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-06-13T07:28:26Z",
    "title_canon_sha256": "4b9fa17a5a26e61ac393fa927f2b46c7d26f41c0a11e52054d6dc328dbf487ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.03930",
    "kind": "arxiv",
    "version": 3
  }
}