Triple

T10474162
Position Surface form Disambiguated ID Type / Status
Subject Royal University of Phnom Penh E247002 entity
Predicate hasFaculty P141 FINISHED
Object Faculty of Engineering
The Faculty of Engineering is an academic division of the Royal University of Phnom Penh that offers engineering education and training in various technical disciplines.
E864696 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: Faculty of Engineering | Statement: [Royal University of Phnom Penh, hasFaculty, Faculty of Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Faculty of Engineering
Context triple: [Royal University of Phnom Penh, hasFaculty, Faculty of Engineering]
  • A. Faculty of Engineering
    The Faculty of Engineering at Universitas Brawijaya is an academic division that offers engineering education and research programs across various technical disciplines.
  • B. Faculty of Engineering
    The Faculty of Engineering at Nagaoka University of Technology is an academic division specializing in advanced engineering education and research across multiple technical disciplines.
  • C. Faculty of Engineering
    The Faculty of Engineering at the University of La Serena is an academic division dedicated to engineering education and research in northern Chile.
  • D. Faculty of Engineering
    The Faculty of Engineering at the University of the Andes in Bogotá is a leading Colombian engineering school known for its strong academic programs, research output, and contribution to technological innovation in the region.
  • E. Faculty of Engineering
    The Faculty of Engineering at the University of Sydney is a leading Australian engineering school offering a wide range of undergraduate and postgraduate programs and conducting research across multiple engineering disciplines.
  • 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: Faculty of Engineering
Triple: [Royal University of Phnom Penh, hasFaculty, Faculty of Engineering]
Generated description
The Faculty of Engineering is an academic division of the Royal University of Phnom Penh that offers engineering education and training in various technical disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Faculty of Engineering
Target entity description: The Faculty of Engineering is an academic division of the Royal University of Phnom Penh that offers engineering education and training in various technical disciplines.
  • A. Faculty of Engineering
    The Faculty of Engineering is a major academic division of Universiti Putra Malaysia that offers engineering education and conducts research across various engineering disciplines.
  • B. Faculty of Engineering
    The Faculty of Engineering is an academic division of the Pontifical Catholic University of Peru dedicated to training engineers and conducting research across various engineering disciplines.
  • C. Faculty of Engineering
    The Faculty of Engineering is the academic division of the National University of San Marcos dedicated to training engineers and conducting research across various engineering disciplines.
  • D. Faculty of Engineering
    The Faculty of Engineering is an academic division of Universiti Teknologi MARA that offers engineering education, training, and research across various engineering disciplines.
  • E. Faculty of Engineering
    The Faculty of Engineering at the University of Rajshahi is an academic division that offers engineering education and research programs in various engineering disciplines within the university.
  • 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_69d381c16c248190a2fe5b471e584e9c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5094e74048190a2c70ef32c50ba71 completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8a0140f4c81908ce95b28e09cb04b completed April 10, 2026, 7 a.m.
NEDg Description generation batch_69d8a166404881909c28141fefea2936 completed April 10, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_69d8a2c550ac81908444c6abfe14698a completed April 10, 2026, 7:12 a.m.
Created at: April 6, 2026, 12:21 p.m.