Triple

T22676831
Position Surface form Disambiguated ID Type / Status
Subject Pleiku E560365 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Gia Lai Teacher Training College
Gia Lai Teacher Training College is a higher education institution in Pleiku, Vietnam, specializing in training and certifying future teachers for the Gia Lai province and surrounding regions.
E1548983 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: Gia Lai Teacher Training College | Statement: [Pleiku, hasEducationalInstitution, Gia Lai Teacher Training College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gia Lai Teacher Training College
Context triple: [Pleiku, hasEducationalInstitution, Gia Lai Teacher Training College]
  • A. Tuol Svay Prey High School
    Tuol Svay Prey High School was a secondary school in Phnom Penh that was infamously converted by the Khmer Rouge into the S-21 prison, now preserved as the Tuol Sleng Genocide Museum.
  • B. Bao Loc campus
    Bao Loc campus is a branch of Tôn Đức Thắng University located in Bảo Lộc, Vietnam, offering higher education programs to students in the Central Highlands region.
  • C. University of Battambang
    The University of Battambang is a public higher education institution in Battambang, Cambodia, offering a range of undergraduate and graduate programs to support regional development and human resource training.
  • D. Nha Trang University
    Nha Trang University is a higher education institution in Vietnam known for its programs and research in fisheries, marine science, and related technologies.
  • E. Huế University
    Huế University is a major public higher education institution in central Vietnam, known for its comprehensive range of academic programs and its role as an important cultural and educational center in the city of Huế.
  • 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: Gia Lai Teacher Training College
Triple: [Pleiku, hasEducationalInstitution, Gia Lai Teacher Training College]
Generated description
Gia Lai Teacher Training College is a higher education institution in Pleiku, Vietnam, specializing in training and certifying future teachers for the Gia Lai province and surrounding regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gia Lai Teacher Training College
Target entity description: Gia Lai Teacher Training College is a higher education institution in Pleiku, Vietnam, specializing in training and certifying future teachers for the Gia Lai province and surrounding regions.
  • A. Tuol Svay Prey High School
    Tuol Svay Prey High School was a secondary school in Phnom Penh that was infamously converted by the Khmer Rouge into the S-21 prison, now preserved as the Tuol Sleng Genocide Museum.
  • B. Bao Loc campus
    Bao Loc campus is a branch of Tôn Đức Thắng University located in Bảo Lộc, Vietnam, offering higher education programs to students in the Central Highlands region.
  • C. University of Battambang
    The University of Battambang is a public higher education institution in Battambang, Cambodia, offering a range of undergraduate and graduate programs to support regional development and human resource training.
  • D. Nha Trang University
    Nha Trang University is a higher education institution in Vietnam known for its programs and research in fisheries, marine science, and related technologies.
  • E. Huế University
    Huế University is a major public higher education institution in central Vietnam, known for its comprehensive range of academic programs and its role as an important cultural and educational center in the city of Huế.
  • 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_69e2454bfd00819099115715a22cb057 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1785ca1e08190af1a6cdb51ca4fce completed April 29, 2026, 3:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b73f115cc819085e82dfa9f32ffa8 completed May 18, 2026, 8:17 p.m.
NEDg Description generation batch_6a0b752363a48190af3733c8ca995c25 completed May 18, 2026, 8:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0b7601fda88190bbfa04e7eb240f65 completed May 18, 2026, 8:26 p.m.
Created at: April 17, 2026, 3:11 p.m.