Triple

T22235595
Position Surface form Disambiguated ID Type / Status
Subject Heritage Foundation E549583 entity
Predicate hasMotto P42 FINISHED
Object Leadership for America
Leadership for America is the motto of the conservative think tank The Heritage Foundation, encapsulating its mission to shape U.S. public policy and governance.
E1526239 NE FINISHED

How this triple was built (4 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: Leadership for America | Statement: [Heritage Foundation, hasMotto, Leadership for America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leadership for America
Context triple: [Heritage Foundation, hasMotto, Leadership for America]
  • A. 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.
  • B. Leader of the Nation
    Leader of the Nation is the official honorific title granted to Emomali Rahmon, reflecting his elevated and enduring political status in Tajikistan.
  • C. Making a Difference: Stories of Vision and Courage from America’s Leaders
    Making a Difference: Stories of Vision and Courage from America’s Leaders is a nonfiction book by pilot and safety advocate Chesley “Sully” Sullenberger that profiles influential American figures who exemplify leadership, integrity, and public service.
  • D. 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.
  • E. Los Líderes
    Los Líderes is the nickname of Puerto Rican reggaeton duo Wisin & Yandel, renowned for their influential role in popularizing the genre internationally.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Leadership for America
Triple: [Heritage Foundation, hasMotto, Leadership for America]
Generated description
Leadership for America is the motto of the conservative think tank The Heritage Foundation, encapsulating its mission to shape U.S. public policy and governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leadership for America
Target entity description: Leadership for America is the motto of the conservative think tank The Heritage Foundation, encapsulating its mission to shape U.S. public policy and governance.
  • A. 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.
  • B. Leader of the Nation
    Leader of the Nation is the official honorific title granted to Emomali Rahmon, reflecting his elevated and enduring political status in Tajikistan.
  • C. Making a Difference: Stories of Vision and Courage from America’s Leaders
    Making a Difference: Stories of Vision and Courage from America’s Leaders is a nonfiction book by pilot and safety advocate Chesley “Sully” Sullenberger that profiles influential American figures who exemplify leadership, integrity, and public service.
  • D. 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.
  • E. Los Líderes
    Los Líderes is the nickname of Puerto Rican reggaeton duo Wisin & Yandel, renowned for their influential role in popularizing the genre internationally.
  • F. None of above. chosen

Provenance (5 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_69e11e4102b881909cf47d3768e25c19 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12bf6d74c8190a1d8d8fc24a06bd1 completed April 28, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aae7b808c819091638601515b9737 completed May 18, 2026, 6:15 a.m.
NEDg Description generation batch_6a0ab14691dc81909765edd58c3dd719 completed May 18, 2026, 6:27 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab21edc4c8190b48a21e9594e6d35 completed May 18, 2026, 6:30 a.m.
Created at: April 16, 2026, 8:38 p.m.