Triple

T15548306
Position Surface form Disambiguated ID Type / Status
Subject Yuen Long District E370670 entity
Predicate contains P35 FINISHED
Object Lau Fau Shan
Lau Fau Shan is a coastal area in Hong Kong known for its traditional oyster farming, seafood restaurants, and views across Deep Bay toward Shenzhen.
E348948 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: Lau Fau Shan | Statement: [Yuen Long District, contains, Lau Fau Shan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lau Fau Shan
Context triple: [Yuen Long District, contains, Lau Fau Shan]
  • A. Ngau Tau Kok
    Ngau Tau Kok is a densely populated residential and industrial area in eastern Kowloon, Hong Kong, known for its public housing estates and former factory districts.
  • B. Sheung Shui
    Sheung Shui is a town in northern Hong Kong known for its residential communities, markets, and role as a transport hub near the border with mainland China.
  • C. Yau Ma Tei
    Yau Ma Tei is a historic, densely populated urban district in Hong Kong known for its traditional markets, temples, and vibrant street life.
  • D. Shatin
    Shatin is a major residential and commercial district in Hong Kong’s New Territories, known for its large housing estates, shopping complexes, and educational institutions.
  • E. Yuen Long
    Yuen Long is a rapidly developing residential and commercial town in northwest Hong Kong known for its traditional villages, markets, and proximity to wetlands and farmland.
  • 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: Lau Fau Shan
Triple: [Yuen Long District, contains, Lau Fau Shan]
Generated description
Lau Fau Shan is a coastal area in Hong Kong known for its traditional oyster farming, seafood restaurants, and views across Deep Bay toward Shenzhen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lau Fau Shan
Target entity description: Lau Fau Shan is a coastal area in Hong Kong known for its traditional oyster farming, seafood restaurants, and views across Deep Bay toward Shenzhen.
  • A. Ngau Tau Kok
    Ngau Tau Kok is a densely populated residential and industrial area in eastern Kowloon, Hong Kong, known for its public housing estates and former factory districts.
  • B. Sheung Shui
    Sheung Shui is a town in northern Hong Kong known for its residential communities, markets, and role as a transport hub near the border with mainland China.
  • C. Yau Ma Tei
    Yau Ma Tei is a historic, densely populated urban district in Hong Kong known for its traditional markets, temples, and vibrant street life.
  • D. Shatin
    Shatin is a major residential and commercial district in Hong Kong’s New Territories, known for its large housing estates, shopping complexes, and educational institutions.
  • E. Yuen Long chosen
    Yuen Long is a rapidly developing residential and commercial town in northwest Hong Kong known for its traditional villages, markets, and proximity to wetlands and farmland.
  • F. None of above.

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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a93121881909d88ca55a39252ac completed April 16, 2026, 2:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0180bd1e5c8190a6a96581ce8a37de completed May 11, 2026, 7:09 a.m.
NEDg Description generation batch_6a01850f55788190ac9c3d3188514aed completed May 11, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_6a018577996081909bd2b06fdbe7c2fa completed May 11, 2026, 7:29 a.m.
Created at: April 10, 2026, 4:08 a.m.