Triple

T12056423
Position Surface form Disambiguated ID Type / Status
Subject National Route N2 E287053 entity
Predicate connectsCity P4245 FINISHED
Object KwaDukuza
KwaDukuza is a town in South Africa’s KwaZulu-Natal province, historically known as Stanger, that serves as an important regional commercial and administrative center.
 E961634 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: KwaDukuza | Statement: [National Route N2, connectsCity, KwaDukuza]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: KwaDukuza
Context triple: [National Route N2, connectsCity, KwaDukuza]
  • A. KWA
    KWA is the IATA airport code for Bucholz Army Airfield, a joint military and civilian airfield on Kwajalein Atoll in the Marshall Islands.
  • B. Kwadi
    Kwadi is an extinct and poorly documented language of southwestern Angola, thought to be related to the Khoe languages within the proposed Khoe-Kwadi family.
  • C. Kwando
    Kwando is a river in southern Africa that flows through Angola, Namibia, and Botswana, forming part of the region’s complex wetland and river system.
  • D. Wadadli
    Wadadli is the indigenous name for the Caribbean island now known as Antigua.
  • E. Wakool
    Wakool is a small rural locality in the Riverina region of New South Wales, Australia, known for its agricultural activities and proximity to the Wakool River.
  • 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: KwaDukuza
Triple: [National Route N2, connectsCity, KwaDukuza]
Generated description
KwaDukuza is a town in South Africa’s KwaZulu-Natal province, historically known as Stanger, that serves as an important regional commercial and administrative center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: KwaDukuza
Target entity description: KwaDukuza is a town in South Africa’s KwaZulu-Natal province, historically known as Stanger, that serves as an important regional commercial and administrative center.
  • A. KWA
    KWA is the IATA airport code for Bucholz Army Airfield, a joint military and civilian airfield on Kwajalein Atoll in the Marshall Islands.
  • B. Kwadi
    Kwadi is an extinct and poorly documented language of southwestern Angola, thought to be related to the Khoe languages within the proposed Khoe-Kwadi family.
  • C. Kwando
    Kwando is a river in southern Africa that flows through Angola, Namibia, and Botswana, forming part of the region’s complex wetland and river system.
  • D. Wadadli
    Wadadli is the indigenous name for the Caribbean island now known as Antigua.
  • E. Wakool
    Wakool is a small rural locality in the Riverina region of New South Wales, Australia, known for its agricultural activities and proximity to the Wakool River.
  • 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_69d6ab4780948190bdb9f7620c2ac27e completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9043bf0ec8190a51ef2641808320c completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49dea043c8190a74ffb448bbae5d0 completed May 1, 2026, 12:34 p.m.
NEDg Description generation batch_69f53d96c3f08190847ba49929b7628f completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f564b826ec819098906cf735e45093 completed May 2, 2026, 2:43 a.m.
Created at: April 8, 2026, 9:47 p.m.