Paper Citation Record · LEDGER

Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2305.12102.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2305.12102 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:19:33.957454Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-21T12:04:09.530536Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cd8ceab5-b4bc-4e0e-8ed1-06c7dee1837b · inbound

Multi-Probe Zero Collision Hash (MPZCH): Mitigating Embedding Collisions and Enhancing Model Freshness in Large-Scale Recommenders cites this paper.

Multi-Probe Zero Collision Hash (MPZCH): Mitigating Embedding Collisions and Enhancing Model Freshness in Large-Scale Recommenders Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-21T12:04:09.532490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8a0978b8-e00f-4f7a-935d-1081dc0f57eb · inbound

Gryphon-v2: One Model in Place of a Cascade - Generate-and-Rank Recommender with Rollout Distillation cites this paper.

Gryphon-v2: One Model in Place of a Cascade - Generate-and-Rank Recommender with Rollout Distillation Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:36.470108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0532b6e8-2e15-4f51-909a-cab0948d02df · inbound

Sona Technical Report cites this paper.

Sona Technical Report Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T12:11:48.039280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cadcce66-4ea4-40ff-98e4-a831070739b8 · inbound

Sona Technical Report cites this paper.

Sona Technical Report Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:19:33.957454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.