Pith Number

pith:ZSCZGW2P

pith:2025:ZSCZGW2PUAJ3GK2HFH5DQKSNWV

not attested not anchored not stored refs pending

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning

Ai Vy Ngo, Assaf Ben-Kish, Derek Zhao, Hongyin Luo, Jack O'Brien, James Glass, Lijie Yang, Nathaniel Morgan, Philip Schroeder, Tina Li

arxiv:2507.16784 v1 · 2025-07-22 · 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{ZSCZGW2PUAJ3GK2HFH5DQKSNWV}

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	2026-07-05T11:41:31.085888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc85935b4fa013b32b4729fa382a4db54b48ae1c230dc58823a4aba47bc2c232

Aliases

arxiv: 2507.16784 · arxiv_version: 2507.16784v1 · doi: 10.48550/arxiv.2507.16784 · pith_short_12: ZSCZGW2PUAJ3 · pith_short_16: ZSCZGW2PUAJ3GK2H · pith_short_8: ZSCZGW2P

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/ZSCZGW2PUAJ3GK2HFH5DQKSNWV \
  | 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: cc85935b4fa013b32b4729fa382a4db54b48ae1c230dc58823a4aba47bc2c232

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c6f1dc537b2ade563c040c2d5bbeed435a134246bc5b21b87ef555ca4bb7edd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-22T17:30:04Z",
    "title_canon_sha256": "3273f1faab4e29660bd20fd019cd3fd09d22b844eea688f22bdc2bb2a9e05cb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.16784",
    "kind": "arxiv",
    "version": 1
  }
}