Triple

T7825204
Position Surface form Disambiguated ID Type / Status
Subject National Hakka University E181227 entity
Predicate hasPlannedRole P21890 FINISHED
Object national center for Hakka studies
The national center for Hakka studies is a planned academic and research institution dedicated to the preservation, study, and promotion of Hakka language, culture, and history.
 E695263 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: national center for Hakka studies | Statement: [National Hakka University, hasPlannedRole, national center for Hakka studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: national center for Hakka studies
Context triple: [National Hakka University, hasPlannedRole, national center for Hakka studies]
  • A. College of Hakka Studies
    The College of Hakka Studies is an academic unit at National Central University in Taiwan dedicated to research, teaching, and preservation of Hakka language, culture, and related social issues.
  • B. Fairbank Center for Chinese Studies
    The Fairbank Center for Chinese Studies is a leading Harvard University research institute dedicated to the interdisciplinary study of modern and contemporary China.
  • C. Academia Sinica
    Academia Sinica is Taiwan’s national academy and leading research institution, renowned for its advanced work across the natural sciences, humanities, and social sciences.
  • D. Institute of National Language
    The Institute of National Language is a Cambodian academic body dedicated to the study, preservation, and standardization of the Khmer language under the Royal Academy of Cambodia.
  • E. Institute of National Language
    The Institute of National Language was the former Philippine government body responsible for developing and promoting a national language before being succeeded by the Komisyon sa Wikang Filipino.
  • 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: national center for Hakka studies
Triple: [National Hakka University, hasPlannedRole, national center for Hakka studies]
Generated description
The national center for Hakka studies is a planned academic and research institution dedicated to the preservation, study, and promotion of Hakka language, culture, and history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: national center for Hakka studies
Target entity description: The national center for Hakka studies is a planned academic and research institution dedicated to the preservation, study, and promotion of Hakka language, culture, and history.
  • A. College of Hakka Studies
    The College of Hakka Studies is an academic unit at National Central University in Taiwan dedicated to research, teaching, and preservation of Hakka language, culture, and related social issues.
  • B. Fairbank Center for Chinese Studies
    The Fairbank Center for Chinese Studies is a leading Harvard University research institute dedicated to the interdisciplinary study of modern and contemporary China.
  • C. Academia Sinica
    Academia Sinica is Taiwan’s national academy and leading research institution, renowned for its advanced work across the natural sciences, humanities, and social sciences.
  • D. Institute of National Language
    The Institute of National Language was the former Philippine government body responsible for developing and promoting a national language before being succeeded by the Komisyon sa Wikang Filipino.
  • E. Institute of National Language
    The Institute of National Language is a Cambodian academic body dedicated to the study, preservation, and standardization of the Khmer language under the Royal Academy of Cambodia.
  • 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_69ca8282ccec819083c48efb72d21cf9 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cafa0c1f5c8190b16db20daad159a1 completed March 30, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb14aefd4881908ffa5825f4ba6eff completed March 31, 2026, 12:26 a.m.
NEDg Description generation batch_69cb1734159881909590ed51e8920387 completed March 31, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a6fc16c8190827593f58b9d742d completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:42 p.m.