Triple

T9509835
Position Surface form Disambiguated ID Type / Status
Subject Ugu District Municipality E229363 entity
Predicate districtCode P43726 FINISHED
Object DC21
DC21 is the official district code designating the Ugu District Municipality in South Africa’s KwaZulu-Natal province.
 E803797 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: DC21 | Statement: [Ugu District Municipality, districtCode, DC21]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DC21
Context triple: [Ugu District Municipality, districtCode, DC21]
  • A. DC3
    DC3 is a public community college in Dodge City, Kansas, offering two-year academic and technical programs.
  • B. DC23
    DC23 is the official municipal code assigned to the uThukela District Municipality in South Africa’s KwaZulu-Natal province.
  • C. DCU
    DCU is a modern public university in Dublin, Ireland, known for its focus on innovation, research, and industry-oriented education.
  • D. DCU
    DCU is the common abbreviation for D.C. United, a professional Major League Soccer club based in Washington, D.C.
  • E. D21
    D21 is the second-generation Nissan Navara (also known as the Nissan Hardbody), a compact pickup truck platform produced from the mid-1980s through the late 1990s and sold worldwide.
  • 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: DC21
Triple: [Ugu District Municipality, districtCode, DC21]
Generated description
DC21 is the official district code designating the Ugu District Municipality in South Africa’s KwaZulu-Natal province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DC21
Target entity description: DC21 is the official district code designating the Ugu District Municipality in South Africa’s KwaZulu-Natal province.
  • A. DC3
    DC3 is a public community college in Dodge City, Kansas, offering two-year academic and technical programs.
  • B. DC23
    DC23 is the official municipal code assigned to the uThukela District Municipality in South Africa’s KwaZulu-Natal province.
  • C. DCU
    DCU is a modern public university in Dublin, Ireland, known for its focus on innovation, research, and industry-oriented education.
  • D. DCU
    DCU is the common abbreviation for D.C. United, a professional Major League Soccer club based in Washington, D.C.
  • E. D21
    D21 is the second-generation Nissan Navara (also known as the Nissan Hardbody), a compact pickup truck platform produced from the mid-1980s through the late 1990s and sold worldwide.
  • 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_69ca847611c48190a28c028644198c75 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9857058881909e0a40e2024a7b4c completed April 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a31600c8190a4a7ecb5231caa36 completed April 4, 2026, 4:20 p.m.
NEDg Description generation batch_69d13be79b1c8190a9110312ae25cf32 completed April 4, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69d13ca165b88190b4d629df0e079b3b completed April 4, 2026, 4:30 p.m.
Created at: March 30, 2026, 7:58 p.m.