Triple

T1948192
Position Surface form Disambiguated ID Type / Status
Subject Xiang Chinese E42101 entity
Predicate hasAlternativeName P39 FINISHED
Object 湘语
湘语 is a major Sinitic language variety spoken primarily in Hunan Province, China, known for its distinct phonology and limited mutual intelligibility with Mandarin.
 E218213 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: 湘语 | Statement: [Xiang Chinese, hasAlternativeName, 湘语]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 湘语
Context triple: [Xiang Chinese, hasAlternativeName, 湘语]
  • A. Hunan cuisine (Xiang cuisine)
    Hunan cuisine (Xiang cuisine) is a major regional Chinese culinary tradition renowned for its bold, spicy flavors, liberal use of chili peppers, and richly seasoned, often smoked or cured dishes.
  • B. Jianghuai Mandarin
    Jianghuai Mandarin is a major subgroup of Mandarin Chinese dialects spoken primarily in central and northern Jiangsu and adjacent areas of Anhui.
  • C. Heyuan Hakka
    Heyuan Hakka is a regional variety of the Hakka Chinese language spoken primarily in and around Heyuan in Guangdong Province, China.
  • D. Jilu Mandarin
    Jilu Mandarin is a primary branch of Mandarin Chinese spoken mainly in parts of Hebei and Shandong provinces, characterized by its distinct phonological and lexical features.
  • E. Loudi
    Loudi is a prefecture-level city in south-central China known for its role as an industrial and transportation hub within Hunan Province.
  • 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: 湘语
Triple: [Xiang Chinese, hasAlternativeName, 湘语]
Generated description
湘语 is a major Sinitic language variety spoken primarily in Hunan Province, China, known for its distinct phonology and limited mutual intelligibility with Mandarin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 湘语
Target entity description: 湘语 is a major Sinitic language variety spoken primarily in Hunan Province, China, known for its distinct phonology and limited mutual intelligibility with Mandarin.
  • A. Hunan cuisine (Xiang cuisine)
    Hunan cuisine (Xiang cuisine) is a major regional Chinese culinary tradition renowned for its bold, spicy flavors, liberal use of chili peppers, and richly seasoned, often smoked or cured dishes.
  • B. Jianghuai Mandarin
    Jianghuai Mandarin is a major subgroup of Mandarin Chinese dialects spoken primarily in central and northern Jiangsu and adjacent areas of Anhui.
  • C. Heyuan Hakka
    Heyuan Hakka is a regional variety of the Hakka Chinese language spoken primarily in and around Heyuan in Guangdong Province, China.
  • D. Jilu Mandarin
    Jilu Mandarin is a primary branch of Mandarin Chinese spoken mainly in parts of Hebei and Shandong provinces, characterized by its distinct phonological and lexical features.
  • E. Loudi
    Loudi is a prefecture-level city in south-central China known for its role as an industrial and transportation hub within Hunan Province.
  • 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb33040c881908f42e80cbe1b1aca completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbbf724081909b24680d483edbd1 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc6aa96c81909ae3cff6c7ab7f79 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfcebbc808190a74f9082636bce11 completed March 8, 2026, 10:49 p.m.
Created at: March 4, 2026, 7:36 p.m.