Triple

T16052612
Position Surface form Disambiguated ID Type / Status
Subject Swartland Local Municipality E389391 entity
Predicate hasMunicipalCode P3943 FINISHED
Object WC015
WC015 is the official municipal code assigned to the Swartland Local Municipality in South Africa’s Western Cape province.
 E1191528 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: WC015 | Statement: [Swartland Local Municipality, hasMunicipalCode, WC015]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: WC015
Context triple: [Swartland Local Municipality, hasMunicipalCode, WC015]
  • A. WXC
    WXC is the National Rail station code for Wrexham Central railway station in Wrexham, Wales.
  • B. WCOE
    WCOE is the commonly used acronym for the Edward E. Whitacre Jr. College of Engineering at Texas Tech University.
  • C. WC1X
    WC1X is a central London postcode district covering parts of areas such as King’s Cross and Clerkenwell within the WC (Western Central) postcode area.
  • D. WHC
    WHC is the commonly used abbreviation for UNESCO’s World Heritage Centre, the body responsible for coordinating the World Heritage Convention and managing the World Heritage List.
  • E. WHC
    WHC is a major immersed-tube road tunnel in Hong Kong that runs beneath Victoria Harbour, connecting West Kowloon and Hong Kong Island.
  • 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: WC015
Triple: [Swartland Local Municipality, hasMunicipalCode, WC015]
Generated description
WC015 is the official municipal code assigned to the Swartland Local Municipality in South Africa’s Western Cape province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: WC015
Target entity description: WC015 is the official municipal code assigned to the Swartland Local Municipality in South Africa’s Western Cape province.
  • A. WXC
    WXC is the National Rail station code for Wrexham Central railway station in Wrexham, Wales.
  • B. WCOE
    WCOE is the commonly used acronym for the Edward E. Whitacre Jr. College of Engineering at Texas Tech University.
  • C. WC1X
    WC1X is a central London postcode district covering parts of areas such as King’s Cross and Clerkenwell within the WC (Western Central) postcode area.
  • D. WHC
    WHC is the commonly used abbreviation for UNESCO’s World Heritage Centre, the body responsible for coordinating the World Heritage Convention and managing the World Heritage List.
  • E. WHC
    WHC is a major immersed-tube road tunnel in Hong Kong that runs beneath Victoria Harbour, connecting West Kowloon and Hong Kong Island.
  • 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_69d86dae698881908327ef2d67706cb9 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1836365688190b182f29bbb66127e completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbe2d87c8190ba7f16feb018e70c completed May 10, 2026, 1:14 a.m.
NEDg Description generation batch_69ffdcfe202481909913e9e44ffbf66f completed May 10, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_69ffdd8610c081908305a1c2298618c1 completed May 10, 2026, 1:21 a.m.
Created at: April 10, 2026, 4:56 a.m.