Triple

T21949562
Position Surface form Disambiguated ID Type / Status
Subject Tôn Đức Thắng University E542026 entity
Predicate hasCampus P116 FINISHED
Object Ca Mau campus
Ca Mau campus is a regional branch of Tôn Đức Thắng University located in Vietnam’s southernmost province, serving local higher education and research needs.
 E1512730 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: Ca Mau campus | Statement: [Tôn Đức Thắng University, hasCampus, Ca Mau campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ca Mau campus
Context triple: [Tôn Đức Thắng University, hasCampus, Ca Mau campus]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. An Giang University – VNU-HCM
    An Giang University – VNU-HCM is a regional public university in Vietnam that operates as a member institution of Vietnam National University Ho Chi Minh City, offering multidisciplinary higher education and research programs.
  • 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: Ca Mau campus
Triple: [Tôn Đức Thắng University, hasCampus, Ca Mau campus]
Generated description
Ca Mau campus is a regional branch of Tôn Đức Thắng University located in Vietnam’s southernmost province, serving local higher education and research needs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ca Mau campus
Target entity description: Ca Mau campus is a regional branch of Tôn Đức Thắng University located in Vietnam’s southernmost province, serving local higher education and research needs.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. An Giang University – VNU-HCM
    An Giang University – VNU-HCM is a regional public university in Vietnam that operates as a member institution of Vietnam National University Ho Chi Minh City, offering multidisciplinary higher education and research programs.
  • 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_6a0a6d6d252c8190ac864500cd3e2c00 completed May 18, 2026, 1:37 a.m.
NEDg Description generation batch_6a0a6f385008819094f778a048858b2a completed May 18, 2026, 1:45 a.m.
NED2 Entity disambiguation (via description) batch_6a0a6fb4a2d481908e7bd1dc01a68276 completed May 18, 2026, 1:47 a.m.
Created at: April 16, 2026, 7:58 p.m.