Triple

T13639263
Position Surface form Disambiguated ID Type / Status
Subject Hong Kong Customs and Excise Department E325931 entity
Predicate hasAbbreviation P43 FINISHED
Object C&ED
C&ED is the abbreviation for Hong Kong’s Customs and Excise Department, the government agency responsible for customs control, revenue collection, and combating smuggling and illicit trade.
 E1052567 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: C&ED | Statement: [Hong Kong Customs and Excise Department, hasAbbreviation, C&ED]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: C&ED
Context triple: [Hong Kong Customs and Excise Department, hasAbbreviation, C&ED]
  • A. EDC
    EDC is a massive electronic dance music festival known for its elaborate stages, immersive art installations, and carnival-like atmosphere.
  • B. CEPD
    CEPD is the standard abbreviation for the Cambridge English Pronouncing Dictionary, a widely used reference work for British and American English pronunciation.
  • C. CDE
    CDE is the standard abbreviation for a Community Development Entity, a specialized organization that channels investment into low-income or underserved communities.
  • D. CDE
    CDE is the abbreviated designation for the French Space Command, the military organization responsible for France’s space operations and defense in outer space.
  • E. CDE
    CDE (Common Desktop Environment) is a classic Unix desktop environment providing a graphical user interface with a consistent look and feel across multiple Unix systems.
  • 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: C&ED
Triple: [Hong Kong Customs and Excise Department, hasAbbreviation, C&ED]
Generated description
C&ED is the abbreviation for Hong Kong’s Customs and Excise Department, the government agency responsible for customs control, revenue collection, and combating smuggling and illicit trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: C&ED
Target entity description: C&ED is the abbreviation for Hong Kong’s Customs and Excise Department, the government agency responsible for customs control, revenue collection, and combating smuggling and illicit trade.
  • A. EDC
    EDC is a massive electronic dance music festival known for its elaborate stages, immersive art installations, and carnival-like atmosphere.
  • B. CEPD
    CEPD is the standard abbreviation for the Cambridge English Pronouncing Dictionary, a widely used reference work for British and American English pronunciation.
  • C. CDE
    CDE is the standard abbreviation for a Community Development Entity, a specialized organization that channels investment into low-income or underserved communities.
  • D. CDE
    CDE is the abbreviated designation for the French Space Command, the military organization responsible for France’s space operations and defense in outer space.
  • E. CDE
    CDE (Common Desktop Environment) is a classic Unix desktop environment providing a graphical user interface with a consistent look and feel across multiple Unix systems.
  • 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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc5a84cc4819098a975e33250c89b completed April 12, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78af46fe481909c6f9a6f58f887d1 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd316788190a245e8199f6ac87b completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c94da6c8190b9bc1d04cee19c3c completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:51 p.m.