Triple

T6019476
Position Surface form Disambiguated ID Type / Status
Subject Kao Kim Hourn E134028 entity
Predicate educatedAt P5 FINISHED
Object University of Cambodia
The University of Cambodia is a private higher education institution in Phnom Penh known for offering a range of undergraduate and graduate programs and for educating many of the country’s political and business leaders.
 E562160 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: University of Cambodia | Statement: [Kao Kim Hourn, educatedAt, University of Cambodia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Cambodia
Context triple: [Kao Kim Hourn, educatedAt, University of Cambodia]
  • A. Royal University of Phnom Penh
    The Royal University of Phnom Penh is Cambodia’s oldest and largest public university, known for its programs in humanities, sciences, and social sciences and its central role in the country’s higher education system.
  • B. 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.
  • C. National University of Laos
    The National University of Laos is the largest and main public university in Laos, offering a wide range of higher education and research programs across multiple disciplines.
  • D. Institute of Khmer Culture
    The Institute of Khmer Culture is a scholarly institution dedicated to the research, preservation, and promotion of Cambodian (Khmer) cultural heritage.
  • 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: University of Cambodia
Triple: [Kao Kim Hourn, educatedAt, University of Cambodia]
Generated description
The University of Cambodia is a private higher education institution in Phnom Penh known for offering a range of undergraduate and graduate programs and for educating many of the country’s political and business leaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Cambodia
Target entity description: The University of Cambodia is a private higher education institution in Phnom Penh known for offering a range of undergraduate and graduate programs and for educating many of the country’s political and business leaders.
  • A. Royal University of Phnom Penh
    The Royal University of Phnom Penh is Cambodia’s oldest and largest public university, known for its programs in humanities, sciences, and social sciences and its central role in the country’s higher education system.
  • B. 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.
  • C. National University of Laos
    The National University of Laos is the largest and main public university in Laos, offering a wide range of higher education and research programs across multiple disciplines.
  • D. Institute of Khmer Culture
    The Institute of Khmer Culture is a scholarly institution dedicated to the research, preservation, and promotion of Cambodian (Khmer) cultural heritage.
  • 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_69c008742a5c8190b9cb9c2787a3d8b3 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04f86efec8190bc357dddf6ebb4a9 completed March 22, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c108be2170819084b4b940e52b0185 completed March 23, 2026, 9:32 a.m.
NEDg Description generation batch_69c10abc9aa08190acf1ced6a8be322e completed March 23, 2026, 9:41 a.m.
NED2 Entity disambiguation (via description) batch_69c10b5c118c8190aaf5461c40472022 completed March 23, 2026, 9:43 a.m.
Created at: March 22, 2026, 4:07 p.m.