Triple

T7602986
Position Surface form Disambiguated ID Type / Status
Subject Chiang Mai University E180029 entity
Predicate hasFaculty P141 FINISHED
Object Graduate School
The Graduate School at Chiang Mai University is an academic division responsible for overseeing and coordinating the university’s postgraduate education and research programs.
 E675947 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: Graduate School | Statement: [Chiang Mai University, hasFaculty, Graduate School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graduate School
Context triple: [Chiang Mai University, hasFaculty, Graduate School]
  • A. Graduate School
    The Graduate School at Texas Tech University oversees and supports the university’s advanced degree programs, including master’s and doctoral studies across a wide range of disciplines.
  • B. Graduate School
    The Graduate School at Wichita State University oversees advanced degree programs, supporting graduate education, research, and professional development for master's and doctoral students.
  • C. Graduate School
    The Graduate School at Chicago State University oversees the institution’s advanced degree programs, supporting graduate education, research, and professional development.
  • D. Graduate School
    The Graduate School at Clemson University oversees advanced degree programs, supporting graduate education, research, and professional development for master's and doctoral students.
  • E. Graduate School
    The Graduate School at Southern Illinois University is the division responsible for overseeing and coordinating the university’s advanced degree programs, research-oriented studies, and graduate student support services.
  • 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: Graduate School
Triple: [Chiang Mai University, hasFaculty, Graduate School]
Generated description
The Graduate School at Chiang Mai University is an academic division responsible for overseeing and coordinating the university’s postgraduate education and research programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Graduate School
Target entity description: The Graduate School at Chiang Mai University is an academic division responsible for overseeing and coordinating the university’s postgraduate education and research programs.
  • A. Graduate School
    The Graduate School at Miami University is the division responsible for overseeing and supporting the university’s advanced degree programs and graduate-level education.
  • B. Graduate School
    The Graduate School at the University of Maine oversees and supports the university’s advanced degree programs, including master’s and doctoral studies across diverse academic disciplines.
  • C. Graduate School
    The Graduate School at Clemson University oversees advanced degree programs, supporting graduate education, research, and professional development for master's and doctoral students.
  • D. Graduate School
    The Graduate School at the University of Ulsan is a postgraduate academic division offering advanced degree programs and research opportunities across various disciplines.
  • E. Graduate School
    The Graduate School at Southern Illinois University is the division responsible for overseeing and coordinating the university’s advanced degree programs, research-oriented studies, and graduate student support services.
  • 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_69c69f3567008190ab01d2ca7b53584a completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9fa633081909660f653f5b073cd completed March 27, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8684a98fc8190b3d0568f13ccd123 completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c8691bf25881909585bb04404f90da completed March 28, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_69c8698f70a081909633b3b6d7fd45e1 completed March 28, 2026, 11:51 p.m.
Created at: March 27, 2026, 3:54 p.m.