Triple

T12902374
Position Surface form Disambiguated ID Type / Status
Subject Saving Justice: Truth, Transparency, and Trust E308640 entity
Predicate relatedWorkAuthorAlsoWrote P98868 FINISHED
Object A Higher Loyalty: Truth, Lies, and Leadership E308639 NE FINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: A Higher Loyalty: Truth, Lies, and Leadership | Statement: [Saving Justice: Truth, Transparency, and Trust, relatedWorkAuthorAlsoWrote, A Higher Loyalty: Truth, Lies, and Leadership]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A Higher Loyalty: Truth, Lies, and Leadership
Context triple: [Saving Justice: Truth, Transparency, and Trust, relatedWorkAuthorAlsoWrote, A Higher Loyalty: Truth, Lies, and Leadership]
  • A. A Higher Loyalty: Truth, Lies, and Leadership chosen
    A Higher Loyalty: Truth, Lies, and Leadership is a memoir by former FBI Director James Comey reflecting on his career in law enforcement, ethical leadership, and his controversial interactions with President Donald Trump.
  • B. Matrix of Leadership
    The Matrix of Leadership is a powerful and ancient Autobot artifact in the Transformers universe, traditionally carried by Optimus Prime and symbolizing ultimate wisdom, authority, and the power to light the Autobots’ darkest hour.
  • C. The Contrarian’s Guide to Leadership
    The Contrarian’s Guide to Leadership is a management and leadership book that challenges conventional wisdom by offering unconventional, experience-based advice for effective leadership in complex organizations.
  • D. A Time to Lead
    A Time to Lead is a political and military memoir by retired U.S. Army General Wesley Clark, reflecting on his career and views on leadership and national security.
  • E. The Philosophy of Loyalty
    The Philosophy of Loyalty is a 1908 philosophical work by Josiah Royce that explores loyalty as the central moral principle guiding individual character and social ethics.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: relatedWorkAuthorAlsoWrote
Context triple: [Saving Justice: Truth, Transparency, and Trust, relatedWorkAuthorAlsoWrote, A Higher Loyalty: Truth, Lies, and Leadership]
  • A. coAuthorAlsoWrote
    Indicates that a person who is a co-author of one work also wrote another work, linking shared authorship across multiple creations.
  • B. relatedWorkOfCoAuthor
    Indicates that one work is related to another through a shared co-author relationship between their creators.
  • C. workBySameAuthorAs chosen
    Indicates that two works share the same author, i.e., they were created by the same person or entity.
  • D. authorOfAlso
    Indicates that an entity is also an author of another specified work or item, in addition to any primary authorship already indicated.
  • E. workInCollectionBySameAuthor
    Indicates that one work is included in a collection whose other contents are by the same author as that work.
  • F. None of above.

Provenance (4 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d7bdf7c1f0819098102569a8d8cbf5 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d971820e008190bf8bc7c392c8bcbb completed April 10, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af59f3cc81908c99bcde43e724e6 completed May 3, 2026, 2:13 a.m.
PD Predicate disambiguation batch_69d96fa776648190b9b5c30722ea50b6 completed April 10, 2026, 9:46 p.m.
Created at: April 9, 2026, 5:40 p.m.