Triple

T11986706
Position Surface form Disambiguated ID Type / Status
Subject National Cheng Kung University E285296 entity
Predicate hasFaculty P141 FINISHED
Object College of Engineering
The College of Engineering at National Cheng Kung University is a leading engineering school in Taiwan known for its strong research output and comprehensive undergraduate and graduate programs across multiple engineering disciplines.
 E958381 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 Engineering | Statement: [National Cheng Kung University, hasFaculty, College of Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: College of Engineering
Context triple: [National Cheng Kung University, hasFaculty, College of Engineering]
  • A. College of Engineering
    The College of Engineering at Drexel University is a major academic division known for its engineering education, research, and cooperative education programs in Philadelphia.
  • B. College of Engineering
    The College of Engineering at the University of Arkansas is the university’s primary academic unit for engineering education and research, offering a range of undergraduate and graduate programs in engineering disciplines.
  • C. College of Engineering
    The College of Engineering at Chonnam National University is an academic division that offers engineering education and conducts research across various engineering disciplines within the university.
  • D. College of Engineering
    The College of Engineering at Chosun University is an academic division that offers engineering education and research programs across various technical disciplines.
  • E. College of Engineering
    The College of Engineering at National Central University is an academic division that offers engineering education and conducts research across multiple engineering disciplines.
  • 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 Engineering
Triple: [National Cheng Kung University, hasFaculty, College of Engineering]
Generated description
The College of Engineering at National Cheng Kung University is a leading engineering school in Taiwan known for its strong research output and comprehensive undergraduate and graduate programs across multiple engineering disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: College of Engineering
Target entity description: The College of Engineering at National Cheng Kung University is a leading engineering school in Taiwan known for its strong research output and comprehensive undergraduate and graduate programs across multiple engineering disciplines.
  • A. College of Engineering
    The College of Engineering at National Taiwan University is a leading engineering school in Taiwan, known for its comprehensive programs and research across major engineering disciplines.
  • B. College of Engineering
    The College of Engineering at National Chiao Tung University is a major academic division specializing in engineering education and research within one of Taiwan’s leading science and technology universities.
  • C. College of Engineering
    The College of Engineering at National Central University is an academic division that offers engineering education and conducts research across multiple engineering disciplines.
  • D. College of Engineering
    The College of Engineering at KAIST is a leading academic division renowned for cutting-edge research and education across a wide range of engineering disciplines.
  • E. College of Engineering
    The College of Engineering is a major academic division of Nanyang Technological University in Singapore, known for its comprehensive engineering programs and research.
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903acbb9081908fe7f8360057785c completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f47237c23081909044388ff5dc73b3 completed May 1, 2026, 9:28 a.m.
NEDg Description generation batch_69f47b7c5af08190ab0bff1232530a0c completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47dd51e648190bddd41766221e22d completed May 1, 2026, 10:17 a.m.
Created at: April 8, 2026, 9:46 p.m.