Pith Number

pith:EZL6FG45

pith:2026:EZL6FG45S7C35PXHHMPQHWA7EZ

not attested not anchored not stored refs pending

Stance Detection in Prediction Markets: Addressing Imbalanced Trader Commentary via Counterfactual Augmentation and Market Context

Thomas Mbrice

arxiv:2605.28745 v1 · 2026-05-27 · 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{EZL6FG45S7C35PXHHMPQHWA7EZ}

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	2026-05-28T02:05:01.765602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2657e29b9d97c5bebee73b1f03d81f2649aff8a705b5204eea9be705adf2465d

Aliases

arxiv: 2605.28745 · arxiv_version: 2605.28745v1 · doi: 10.48550/arxiv.2605.28745 · pith_short_12: EZL6FG45S7C3 · pith_short_16: EZL6FG45S7C35PXH · pith_short_8: EZL6FG45

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/EZL6FG45S7C35PXHHMPQHWA7EZ \
  | 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: 2657e29b9d97c5bebee73b1f03d81f2649aff8a705b5204eea9be705adf2465d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8cfb3651805aecb1d626120d2c1154ad3cddd4e62f4fe034f77f5f8b198f1f8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-27T17:02:13Z",
    "title_canon_sha256": "3cdd563713083e6cc89694b054fb282c27f0f399b091f1f9d3f0e050b7000aa6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28745",
    "kind": "arxiv",
    "version": 1
  }
}