Triple

T2503189
Position Surface form Disambiguated ID Type / Status
Subject Louw E52513 entity
Predicate hasNotableBearer P458 FINISHED
Object Ben Louw
Ben Louw is an individual notable enough to be specifically cited as a prominent bearer of the surname Louw.
 E288037 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: Ben Louw | Statement: [Louw, hasNotableBearer, Ben Louw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ben Louw
Context triple: [Louw, hasNotableBearer, Ben Louw]
  • A. Martin Louw
    Martin Louw is a person bearing the surname Louw, which is associated with several notable individuals, though specific widely recognized achievements for this particular bearer are not clearly documented.
  • B. Herman Louw
    Herman Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
  • C. Roelf Steenhuis
    Roelf Steenhuis is a Dutch architect best known as one of the founding figures of the architecture firm Mecanoo.
  • D. John Louw
    John Louw is a South African cricketer who played first-class matches in the late 20th century.
  • E. Christian Huitema
    Christian Huitema is a French computer scientist and Internet pioneer known for his influential work on networking protocols and IPv6 transition technologies.
  • 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: Ben Louw
Triple: [Louw, hasNotableBearer, Ben Louw]
Generated description
Ben Louw is an individual notable enough to be specifically cited as a prominent bearer of the surname Louw.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ben Louw
Target entity description: Ben Louw is an individual notable enough to be specifically cited as a prominent bearer of the surname Louw.
  • A. Martin Louw
    Martin Louw is a person bearing the surname Louw, which is associated with several notable individuals, though specific widely recognized achievements for this particular bearer are not clearly documented.
  • B. Herman Louw
    Herman Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
  • C. Roelf Steenhuis
    Roelf Steenhuis is a Dutch architect best known as one of the founding figures of the architecture firm Mecanoo.
  • D. John Louw
    John Louw is a South African cricketer who played first-class matches in the late 20th century.
  • E. Christian Huitema
    Christian Huitema is a French computer scientist and Internet pioneer known for his influential work on networking protocols and IPv6 transition technologies.
  • 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_69ab4957b3a88190adf968ae0c1b931c completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1cb4f6481908d4e0a1dc0d84d3c completed March 7, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0425944819096e87fadfce94bc2 completed March 10, 2026, 4:38 a.m.
NEDg Description generation batch_69afa193ac7c8190803b7ce310359461 completed March 10, 2026, 4:44 a.m.
NED2 Entity disambiguation (via description) batch_69afa1fc3884819094503650206ec788 completed March 10, 2026, 4:45 a.m.
Created at: March 6, 2026, 9:46 p.m.