Triple

T8838822
Position Surface form Disambiguated ID Type / Status
Subject Universiti Kebangsaan Malaysia E210333 entity
Predicate hasFaculty P141 FINISHED
Object Faculty of Social Sciences and Humanities
The Faculty of Social Sciences and Humanities is an academic division of Universiti Kebangsaan Malaysia that offers interdisciplinary education and research in areas such as social sciences, humanities, and related fields.
E762916 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 Social Sciences and Humanities | Statement: [Universiti Kebangsaan Malaysia, hasFaculty, Faculty of Social Sciences and Humanities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Faculty of Social Sciences and Humanities
Context triple: [Universiti Kebangsaan Malaysia, hasFaculty, Faculty of Social Sciences and Humanities]
  • A. Faculty of Social Sciences and Humanities
    The Faculty of Social Sciences and Humanities is an academic division of Lakehead University that offers programs and research in disciplines such as social sciences, humanities, and related interdisciplinary fields.
  • B. Faculty of Social Sciences and Humanities
    The Faculty of Social Sciences and Humanities is an academic division of the University of Fort Hare that offers teaching and research programs in disciplines related to society, culture, and human behavior.
  • C. Faculty of Social Sciences and Humanities
    The Faculty of Social Sciences and Humanities is an academic division of Klaipėda University that offers education and research programs in disciplines such as sociology, psychology, history, languages, and related humanistic and social fields.
  • D. Faculty of Social Sciences and Humanities
    The Faculty of Social Sciences and Humanities is an academic division of Mahidol University in Thailand that focuses on teaching and research in disciplines such as sociology, psychology, linguistics, and related humanistic and social science fields.
  • E. Faculty of Social Sciences and Humanities
    The Faculty of Social Sciences and Humanities is an academic division of the University of Westminster that offers teaching and research across disciplines such as sociology, politics, history, languages, and related humanities fields.
  • 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 Social Sciences and Humanities
Triple: [Universiti Kebangsaan Malaysia, hasFaculty, Faculty of Social Sciences and Humanities]
Generated description
The Faculty of Social Sciences and Humanities is an academic division of Universiti Kebangsaan Malaysia that offers interdisciplinary education and research in areas such as social sciences, humanities, and related fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Faculty of Social Sciences and Humanities
Target entity description: The Faculty of Social Sciences and Humanities is an academic division of Universiti Kebangsaan Malaysia that offers interdisciplinary education and research in areas such as social sciences, humanities, and related fields.
  • A. Faculty of Social Sciences and Humanities
    The Faculty of Social Sciences and Humanities is an academic division of Lakehead University that offers programs and research in disciplines such as social sciences, humanities, and related interdisciplinary fields.
  • B. Faculty of Social Sciences and Humanities
    The Faculty of Social Sciences and Humanities is an academic division of the University of Fort Hare that offers teaching and research programs in disciplines related to society, culture, and human behavior.
  • C. Faculty of Social Sciences and Humanities
    The Faculty of Social Sciences and Humanities is an academic division of Klaipėda University that offers education and research programs in disciplines such as sociology, psychology, history, languages, and related humanistic and social fields.
  • D. Faculty of Social Sciences and Humanities
    The Faculty of Social Sciences and Humanities is an academic division of Mahidol University in Thailand that focuses on teaching and research in disciplines such as sociology, psychology, linguistics, and related humanistic and social science fields.
  • E. Faculty of Social Sciences and Humanities
    The Faculty of Social Sciences and Humanities is an academic division of the University of Westminster that offers teaching and research across disciplines such as sociology, politics, history, languages, and related humanities fields.
  • 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_69ca8388549c819095fd94eadefbb007 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc606c60ac8190b2b6bd7f042c02f8 completed April 1, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa0721430819091abe8c13a745725 completed April 3, 2026, 11:11 a.m.
NEDg Description generation batch_69cfa14f0f3c8190bf7081e51410a491 completed April 3, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_69cfa28589708190b8fc32f4944d0a37 completed April 3, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:48 p.m.