Triple

T1603695
Position Surface form Disambiguated ID Type / Status
Subject Hakka E34449 entity
Predicate hasWritingStandard P1587 FINISHED
Object Hakka Romanization System
The Hakka Romanization System is a standardized method of writing the Hakka Chinese language using the Latin alphabet to represent its sounds and tones.
 E181222 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: Hakka Romanization System | Statement: [Hakka, hasWritingStandard, Hakka Romanization System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hakka Romanization System
Context triple: [Hakka, hasWritingStandard, Hakka Romanization System]
  • A. Cassidy-JLU writing system
    The Cassidy-JLU writing system is a standardized orthography developed for accurately representing the sounds and grammar of Jamaican Patois in written form.
  • B. Yale romanization
    Yale romanization is a widely used Latin-alphabet transcription system for Cantonese designed to represent pronunciation clearly for learners and linguistic study.
  • C. Hong Kong Government Cantonese Romanization
    Hong Kong Government Cantonese Romanization is an official system developed by the Hong Kong government for representing Cantonese sounds using the Latin alphabet, primarily for place names and administrative use.
  • D. Hanyu Pinyin
    Hanyu Pinyin is the official romanization system for Standard Mandarin Chinese, using the Latin alphabet to represent Chinese pronunciation.
  • E. Hakka
    Hakka is a Sinitic language spoken primarily by the Hakka people across southern China and various overseas Chinese communities.
  • 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: Hakka Romanization System
Triple: [Hakka, hasWritingStandard, Hakka Romanization System]
Generated description
The Hakka Romanization System is a standardized method of writing the Hakka Chinese language using the Latin alphabet to represent its sounds and tones.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hakka Romanization System
Target entity description: The Hakka Romanization System is a standardized method of writing the Hakka Chinese language using the Latin alphabet to represent its sounds and tones.
  • A. Cassidy-JLU writing system
    The Cassidy-JLU writing system is a standardized orthography developed for accurately representing the sounds and grammar of Jamaican Patois in written form.
  • B. Yale romanization
    Yale romanization is a widely used Latin-alphabet transcription system for Cantonese designed to represent pronunciation clearly for learners and linguistic study.
  • C. Hong Kong Government Cantonese Romanization
    Hong Kong Government Cantonese Romanization is an official system developed by the Hong Kong government for representing Cantonese sounds using the Latin alphabet, primarily for place names and administrative use.
  • D. Hanyu Pinyin
    Hanyu Pinyin is the official romanization system for Standard Mandarin Chinese, using the Latin alphabet to represent Chinese pronunciation.
  • E. Hakka
    Hakka is a Sinitic language spoken primarily by the Hakka people across southern China and various overseas Chinese communities.
  • 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9094f96ec819090286c21b3dfddd5 completed March 5, 2026, 4:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad46ae8ef08190acf018f1db4bfa7c completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad4827c51c8190b07f4e07ba710c9d completed March 8, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69ad487f5ce08190a72efddc64bd496c completed March 8, 2026, 9:59 a.m.
Created at: March 4, 2026, 7:28 p.m.