Triple

T1582356
Position Surface form Disambiguated ID Type / Status
Subject CMU E33793 entity
Predicate isMemberOf P10 FINISHED
Object U.S. News top-ranked national universities
U.S. News top-ranked national universities are leading U.S. higher education institutions recognized for their strong academic reputation, research output, and student outcomes in the annual U.S. News & World Report rankings.
 E178732 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: U.S. News top-ranked national universities | Statement: [CMU, isMemberOf, U.S. News top-ranked national universities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. News top-ranked national universities
Context triple: [CMU, isMemberOf, U.S. News top-ranked national universities]
  • A. Association of American Universities
    The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
  • B. National Seven Universities
    The National Seven Universities are a group of Japan’s most prestigious former imperial universities, renowned for their leading roles in research and higher education.
  • C. Ivy League
    The Ivy League is an association of eight prestigious private universities in the northeastern United States, renowned for their academic excellence, selective admissions, and historical influence.
  • D. League of European Research Universities
    The League of European Research Universities is a consortium of leading research-intensive universities in Europe that collaborates to influence policy and promote high-quality academic research and education.
  • E. Public Ivy universities
    Public Ivy universities are a group of U.S. public institutions known for providing an education comparable in quality and prestige to that of the Ivy League at a lower cost.
  • 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: U.S. News top-ranked national universities
Triple: [CMU, isMemberOf, U.S. News top-ranked national universities]
Generated description
U.S. News top-ranked national universities are leading U.S. higher education institutions recognized for their strong academic reputation, research output, and student outcomes in the annual U.S. News & World Report rankings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. News top-ranked national universities
Target entity description: U.S. News top-ranked national universities are leading U.S. higher education institutions recognized for their strong academic reputation, research output, and student outcomes in the annual U.S. News & World Report rankings.
  • A. Association of American Universities
    The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
  • B. National Seven Universities
    The National Seven Universities are a group of Japan’s most prestigious former imperial universities, renowned for their leading roles in research and higher education.
  • C. Ivy League
    The Ivy League is an association of eight prestigious private universities in the northeastern United States, renowned for their academic excellence, selective admissions, and historical influence.
  • D. League of European Research Universities
    The League of European Research Universities is a consortium of leading research-intensive universities in Europe that collaborates to influence policy and promote high-quality academic research and education.
  • E. Public Ivy universities
    Public Ivy universities are a group of U.S. public institutions known for providing an education comparable in quality and prestige to that of the Ivy League at a lower cost.
  • 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_69a885f27a4c8190a4622252cdf54c00 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908ef80a48190bd5a8e51c65e5588 completed March 5, 2026, 4:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad403355f4819084a560226a190b8a completed March 8, 2026, 9:24 a.m.
NEDg Description generation batch_69ad40e7db808190a94dd9932ea8d6c4 completed March 8, 2026, 9:27 a.m.
NED2 Entity disambiguation (via description) batch_69ad417c2ff48190af8e62a015b45c6b completed March 8, 2026, 9:29 a.m.
Created at: March 4, 2026, 7:27 p.m.