Triple

T21949561
Position Surface form Disambiguated ID Type / Status
Subject Tôn Đức Thắng University E542026 entity
Predicate hasCampus P116 FINISHED
Object 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.
E1510527 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: Bao Loc campus | Statement: [Tôn Đức Thắng University, hasCampus, Bao Loc campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bao Loc campus
Context triple: [Tôn Đức Thắng University, hasCampus, Bao Loc campus]
  • A. Tan Phong campus
    Tan Phong campus is a main campus of Tôn Đức Thắng University located in the Tan Phong ward of Ho Chi Minh City, Vietnam, housing many of the university’s academic and student facilities.
  • B. Tôn Đức Thắng University
    Tôn Đức Thắng University is a public research university in Ho Chi Minh City, Vietnam, known for its strong emphasis on applied sciences, engineering, and international collaboration.
  • C. 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.
  • D. University of Da Nang
    The University of Da Nang is a major regional public university system in central Vietnam, offering a wide range of academic and research programs across multiple member institutions.
  • E. Can Tho University
    Can Tho University is a major public research university in Vietnam’s Mekong Delta region, known for its strengths in agriculture, aquaculture, and environmental sciences.
  • 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: Bao Loc campus
Triple: [Tôn Đức Thắng University, hasCampus, Bao Loc campus]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bao Loc campus
Target entity description: 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.
  • A. Tan Phong campus
    Tan Phong campus is a main campus of Tôn Đức Thắng University located in the Tan Phong ward of Ho Chi Minh City, Vietnam, housing many of the university’s academic and student facilities.
  • B. Tôn Đức Thắng University
    Tôn Đức Thắng University is a public research university in Ho Chi Minh City, Vietnam, known for its strong emphasis on applied sciences, engineering, and international collaboration.
  • C. 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.
  • D. University of Da Nang
    The University of Da Nang is a major regional public university system in central Vietnam, offering a wide range of academic and research programs across multiple member institutions.
  • E. Can Tho University
    Can Tho University is a major public research university in Vietnam’s Mekong Delta region, known for its strengths in agriculture, aquaculture, and environmental sciences.
  • 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_69e0c47ef0e48190a50e1bcc43f4b3fd completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1243aed048190b4342899c83b38ec completed April 28, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a670241e48190ab2e085b11bf5161 completed May 18, 2026, 1:10 a.m.
NEDg Description generation batch_6a0a6812112c81909844ab725dff79ed completed May 18, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_6a0a68846fb88190bbe1510608aa9468 completed May 18, 2026, 1:16 a.m.
Created at: April 16, 2026, 7:58 p.m.