Triple

T4140321
Position Surface form Disambiguated ID Type / Status
Subject Ronnie Chan E89254 entity
Predicate employer P7 FINISHED
Object Hang Lung Properties
Hang Lung Properties is a major Hong Kong-based real estate developer known for its large-scale commercial and mixed-use properties in Hong Kong and mainland China.
 E396692 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: Hang Lung Properties | Statement: [Ronnie Chan, employer, Hang Lung Properties]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hang Lung Properties
Context triple: [Ronnie Chan, employer, Hang Lung Properties]
  • A. Hang Lung Group
    Hang Lung Group is a Hong Kong-based property investment and development company known for owning and managing major commercial real estate projects in Hong Kong and mainland China.
  • B. Swire Properties
    Swire Properties is a Hong Kong–based real estate developer known for large-scale, mixed-use urban projects in Asia and major international cities.
  • C. Swire Pacific
    Swire Pacific is a Hong Kong-based diversified conglomerate with major interests in aviation, property, beverages, and trading and industrial businesses.
  • D. HKRI Taikoo Hui
    HKRI Taikoo Hui is a large mixed-use commercial complex in Shanghai featuring high-end shopping, offices, and hospitality facilities.
  • E. Keppel
    Keppel is an electoral district in the Queensland Legislative Assembly, covering areas around Rockhampton on the central coast of Australia.
  • 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: Hang Lung Properties
Triple: [Ronnie Chan, employer, Hang Lung Properties]
Generated description
Hang Lung Properties is a major Hong Kong-based real estate developer known for its large-scale commercial and mixed-use properties in Hong Kong and mainland China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hang Lung Properties
Target entity description: Hang Lung Properties is a major Hong Kong-based real estate developer known for its large-scale commercial and mixed-use properties in Hong Kong and mainland China.
  • A. Hang Lung Group chosen
    Hang Lung Group is a Hong Kong-based property investment and development company known for owning and managing major commercial real estate projects in Hong Kong and mainland China.
  • B. Swire Properties
    Swire Properties is a Hong Kong–based real estate developer known for large-scale, mixed-use urban projects in Asia and major international cities.
  • C. Swire Pacific
    Swire Pacific is a Hong Kong-based diversified conglomerate with major interests in aviation, property, beverages, and trading and industrial businesses.
  • D. HKRI Taikoo Hui
    HKRI Taikoo Hui is a large mixed-use commercial complex in Shanghai featuring high-end shopping, offices, and hospitality facilities.
  • E. Keppel
    Keppel is an electoral district in the Queensland Legislative Assembly, covering areas around Rockhampton on the central coast of Australia.
  • 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_69aed95785788190ae75bcf0cd1cafdf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0249dd988190bf6826a744e7771f completed March 9, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f2e787881908a9721877b0fd4ae completed March 14, 2026, 3:30 p.m.
NEDg Description generation batch_69b57f9e42c88190b516bf8dca7b2efc completed March 14, 2026, 3:32 p.m.
NED2 Entity disambiguation (via description) batch_69b58028e7108190a6c92fc9ea300f9e completed March 14, 2026, 3:35 p.m.
Created at: March 9, 2026, 3:43 p.m.