Triple

T18816499
Position Surface form Disambiguated ID Type / Status
Subject Ludvig Holberg E460148 entity
Predicate familyName P18 FINISHED
Object Holberg
Holberg is a Danish-Norwegian surname most famously borne by Ludvig Holberg, an influential 18th-century writer and playwright often called the father of modern Danish literature.
E1343831 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: Holberg | Statement: [Ludvig Holberg, familyName, Holberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Holberg
Context triple: [Ludvig Holberg, familyName, Holberg]
  • A. Hjalmar Welhaven
    Hjalmar Welhaven was a Norwegian architect and cultural figure known for his contributions to 19th-century Norwegian architecture and his connections to prominent literary and artistic circles.
  • B. Oluf Rygh
    Oluf Rygh was a Norwegian archaeologist and historian renowned for his pioneering work in excavating Viking Age sites and advancing the study of Norway’s early history.
  • C. Helge
    Helge is a given name, used in various European countries, that is closely related to the name Helga.
  • D. Hjalmar Heiberg
    Hjalmar Heiberg was a Norwegian physician and professor of medicine known for his contributions to pathology and medical education in the late 19th and early 20th centuries.
  • E. Hjalmar Andersen
    Hjalmar Andersen was a Norwegian speed skater who became one of the sport’s legends by winning three gold medals at the 1952 Winter Olympics in Oslo.
  • 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: Holberg
Triple: [Ludvig Holberg, familyName, Holberg]
Generated description
Holberg is a Danish-Norwegian surname most famously borne by Ludvig Holberg, an influential 18th-century writer and playwright often called the father of modern Danish literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Holberg
Target entity description: Holberg is a Danish-Norwegian surname most famously borne by Ludvig Holberg, an influential 18th-century writer and playwright often called the father of modern Danish literature.
  • A. Hjalmar Welhaven
    Hjalmar Welhaven was a Norwegian architect and cultural figure known for his contributions to 19th-century Norwegian architecture and his connections to prominent literary and artistic circles.
  • B. Oluf Rygh
    Oluf Rygh was a Norwegian archaeologist and historian renowned for his pioneering work in excavating Viking Age sites and advancing the study of Norway’s early history.
  • C. Helge
    Helge is a given name, used in various European countries, that is closely related to the name Helga.
  • D. Hjalmar Heiberg
    Hjalmar Heiberg was a Norwegian physician and professor of medicine known for his contributions to pathology and medical education in the late 19th and early 20th centuries.
  • E. Hjalmar Andersen
    Hjalmar Andersen was a Norwegian speed skater who became one of the sport’s legends by winning three gold medals at the 1952 Winter Olympics in Oslo.
  • 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_69d8dcf94c288190a06dea029ae4b223 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5a6b620248190afa21a6ce61e2cff completed April 20, 2026, 4:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a055bc7cf40819084b9b975daa86b5f completed May 14, 2026, 5:21 a.m.
NEDg Description generation batch_6a055d9a9da88190b974e8803ca8537f completed May 14, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_6a055e1a22308190bb7f2337fabc5bdf completed May 14, 2026, 5:31 a.m.
Created at: April 10, 2026, 11:55 a.m.