Triple

T15782014
Position Surface form Disambiguated ID Type / Status
Subject National Taiwan Normal University E382640 entity
Predicate hasFaculty P141 FINISHED
Object College of Liberal Arts
The College of Liberal Arts at National Taiwan Normal University is an academic division dedicated to humanities and related disciplines, offering undergraduate and graduate programs in fields such as literature, history, philosophy, and cultural studies.
 E1176848 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: College of Liberal Arts | Statement: [National Taiwan Normal University, hasFaculty, College of Liberal Arts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: College of Liberal Arts
Context triple: [National Taiwan Normal University, hasFaculty, College of Liberal Arts]
  • A. College of Liberal Arts
    The College of Liberal Arts is the primary undergraduate division of Rollins College, offering a broad-based education in the humanities, social sciences, and natural sciences.
  • B. College of Liberal Arts
    The College of Liberal Arts is an academic division of Jackson State University that offers undergraduate and graduate programs in the humanities, social sciences, and related disciplines.
  • C. College of Liberal Arts
    The College of Liberal Arts is Hamline University’s primary undergraduate division, offering a broad-based education in the humanities, social sciences, and related disciplines.
  • D. College of Liberal Arts
    The College of Liberal Arts at the University of Southern Indiana is an academic unit that offers undergraduate and graduate programs in the humanities, social sciences, and related disciplines.
  • E. College of Liberal Arts
    The College of Liberal Arts at Louisiana Tech University is an academic division offering programs in the humanities, social sciences, and related disciplines that emphasize critical thinking, communication, and cultural understanding.
  • 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: College of Liberal Arts
Triple: [National Taiwan Normal University, hasFaculty, College of Liberal Arts]
Generated description
The College of Liberal Arts at National Taiwan Normal University is an academic division dedicated to humanities and related disciplines, offering undergraduate and graduate programs in fields such as literature, history, philosophy, and cultural studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: College of Liberal Arts
Target entity description: The College of Liberal Arts at National Taiwan Normal University is an academic division dedicated to humanities and related disciplines, offering undergraduate and graduate programs in fields such as literature, history, philosophy, and cultural studies.
  • A. College of Liberal Arts
    The College of Liberal Arts at National Taiwan University is a leading academic division dedicated to humanities and social sciences education and research in Taiwan.
  • B. College of Liberal Arts
    The College of Liberal Arts at National Cheng Kung University is an academic division dedicated to humanities and social sciences education and research within the university.
  • C. College of Liberal Arts
    The College of Liberal Arts is an academic division of National Central University that focuses on humanities and social sciences education and research.
  • D. College of Liberal Arts
    The College of Liberal Arts is an academic division of Northeastern State University that offers programs in the humanities, social sciences, and related disciplines.
  • E. College of Liberal Arts
    The College of Liberal Arts is an academic division of Norfolk State University that offers programs in the humanities, social sciences, and related disciplines.
  • 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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e05400716881909bc43212c8ea54d5 completed April 16, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90a2476c8190a153fb47cb4e7708 completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff9407644081908d7dbba5245931d4 completed May 9, 2026, 8:07 p.m.
NED2 Entity disambiguation (via description) batch_69ff946722f48190a99bbcca681db528 completed May 9, 2026, 8:09 p.m.
Created at: April 10, 2026, 4:48 a.m.