Triple

T2663551
Position Surface form Disambiguated ID Type / Status
Subject Nanyang Technological University E54779 entity
Predicate motto P42 FINISHED
Object Excellence in Action
Excellence in Action is the official motto of Nanyang Technological University, encapsulating its emphasis on high performance, impact, and continuous improvement in education and research.
E286656 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: Excellence in Action | Statement: [Nanyang Technological University, motto, Excellence in Action]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Excellence in Action
Context triple: [Nanyang Technological University, motto, Excellence in Action]
  • A. “Opportunity and Excellence”
    “Opportunity and Excellence” is the official motto of Eastern Illinois University, expressing the institution’s commitment to providing access to education while promoting high academic and personal achievement.
  • B. A Community of Excellence
    A Community of Excellence is the civic motto of Woodridge, Illinois, reflecting the village’s emphasis on high quality of life and community standards.
  • C. Honor and Excellence
    Honor and Excellence is the guiding motto of the University of the Philippines, emphasizing integrity and academic distinction as core values of the institution.
  • D. Excellence Through Knowledge
    Excellence Through Knowledge is the official motto of the New York State Police, emphasizing the importance of expertise and learning in effective law enforcement.
  • E. What It Takes: Lessons in the Pursuit of Excellence
    "What It Takes: Lessons in the Pursuit of Excellence" is a memoir and business leadership book by billionaire investor Stephen A. Schwarzman, offering insights into his life, career, and principles for achieving success.
  • 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: Excellence in Action
Triple: [Nanyang Technological University, motto, Excellence in Action]
Generated description
Excellence in Action is the official motto of Nanyang Technological University, encapsulating its emphasis on high performance, impact, and continuous improvement in education and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Excellence in Action
Target entity description: Excellence in Action is the official motto of Nanyang Technological University, encapsulating its emphasis on high performance, impact, and continuous improvement in education and research.
  • A. “Opportunity and Excellence”
    “Opportunity and Excellence” is the official motto of Eastern Illinois University, expressing the institution’s commitment to providing access to education while promoting high academic and personal achievement.
  • B. A Community of Excellence
    A Community of Excellence is the civic motto of Woodridge, Illinois, reflecting the village’s emphasis on high quality of life and community standards.
  • C. Honor and Excellence
    Honor and Excellence is the guiding motto of the University of the Philippines, emphasizing integrity and academic distinction as core values of the institution.
  • D. Excellence Through Knowledge
    Excellence Through Knowledge is the official motto of the New York State Police, emphasizing the importance of expertise and learning in effective law enforcement.
  • E. What It Takes: Lessons in the Pursuit of Excellence
    "What It Takes: Lessons in the Pursuit of Excellence" is a memoir and business leadership book by billionaire investor Stephen A. Schwarzman, offering insights into his life, career, and principles for achieving success.
  • 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd96b9f1c8190a8a9460ca88a9aaf completed March 7, 2026, 7:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98dc36d8819086fc739c324f0761 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af9a14cda48190bd903495ce48a4f0 completed March 10, 2026, 4:12 a.m.
NED2 Entity disambiguation (via description) batch_69af9a7b27608190ba76048c4c8a4bae completed March 10, 2026, 4:13 a.m.
Created at: March 6, 2026, 9:54 p.m.