Pith Number

pith:QGL5BR4C

pith:2026:QGL5BR4CKTSOZ6EL2YHKH6FUJZ

not attested not anchored not stored refs pending

Holographic Memory for Zero-Shot Compositional Reasoning in Knowledge Graphs: A Mechanistic Study of Where and Why It Fails

Randhir Kumar

arxiv:2606.24948 v1 · 2026-06-23 · cs.LG · 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{QGL5BR4CKTSOZ6EL2YHKH6FUJZ}

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	2026-06-25T00:17:46.632713Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8197d0c78254e4ecf88bd60ea3f8b44e57f77251aa9ecf93ef2aa9090459b6a2

Aliases

arxiv: 2606.24948 · arxiv_version: 2606.24948v1 · doi: 10.48550/arxiv.2606.24948 · pith_short_12: QGL5BR4CKTSO · pith_short_16: QGL5BR4CKTSOZ6EL · pith_short_8: QGL5BR4C

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/QGL5BR4CKTSOZ6EL2YHKH6FUJZ \
  | 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: 8197d0c78254e4ecf88bd60ea3f8b44e57f77251aa9ecf93ef2aa9090459b6a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03c795d382b33afe181525303fc72f772158d311a9a0d8affa832ee7063464e1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-23T07:33:27Z",
    "title_canon_sha256": "b56cedeae73d7c2be83133d9746364d5c0168a59ecbe05733103d43155b59522"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24948",
    "kind": "arxiv",
    "version": 1
  }
}