Triple

T16610288
Position Surface form Disambiguated ID Type / Status
Subject Hans Swarowsky E403547 entity
Predicate student P7251 FINISHED
Object Heinz Wallberg
Heinz Wallberg was a German conductor known for his extensive work with European orchestras and opera houses throughout the mid-20th century.
 E1230867 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: Heinz Wallberg | Statement: [Hans Swarowsky, student, Heinz Wallberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heinz Wallberg
Context triple: [Hans Swarowsky, student, Heinz Wallberg]
  • A. Ian George
    Ian George is an Australian Anglican bishop who served as the Archbishop of Adelaide, leading the Anglican Church in South Australia.
  • B. Lloyd Bridges
    Lloyd Bridges was an American film and television actor known for his versatile roles in classics like "High Noon" and for being the father of actors Jeff and Beau Bridges.
  • C. Bob Giraldi
    Bob Giraldi is an American film and music video director known for his influential work in the 1980s, including iconic videos for major artists like Michael Jackson and Lionel Richie.
  • D. James Keach
    James Keach is an American actor, director, and producer known for his work in films such as "Walk the Line" and for his long career in both film and television.
  • E. Dorian Harewood
    Dorian Harewood is an American actor known for his work in film, television, and voice acting, including roles in projects such as Full Metal Jacket and the animated series Batman.
  • 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: Heinz Wallberg
Triple: [Hans Swarowsky, student, Heinz Wallberg]
Generated description
Heinz Wallberg was a German conductor known for his extensive work with European orchestras and opera houses throughout the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heinz Wallberg
Target entity description: Heinz Wallberg was a German conductor known for his extensive work with European orchestras and opera houses throughout the mid-20th century.
  • A. Ian George
    Ian George is an Australian Anglican bishop who served as the Archbishop of Adelaide, leading the Anglican Church in South Australia.
  • B. Lloyd Bridges
    Lloyd Bridges was an American film and television actor known for his versatile roles in classics like "High Noon" and for being the father of actors Jeff and Beau Bridges.
  • C. Bob Giraldi
    Bob Giraldi is an American film and music video director known for his influential work in the 1980s, including iconic videos for major artists like Michael Jackson and Lionel Richie.
  • D. James Keach
    James Keach is an American actor, director, and producer known for his work in films such as "Walk the Line" and for his long career in both film and television.
  • E. Dorian Harewood
    Dorian Harewood is an American actor known for his work in film, television, and voice acting, including roles in projects such as Full Metal Jacket and the animated series Batman.
  • 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3609572508190a5d7e6c3e0a8cf95 completed April 18, 2026, 10:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a009d2d802881909abd846cc54f04fc completed May 10, 2026, 2:58 p.m.
NEDg Description generation batch_6a009e5990ac81909d2a990f8101e4bc completed May 10, 2026, 3:03 p.m.
NED2 Entity disambiguation (via description) batch_6a009ef7d13081908ea758cd2cc11995 completed May 10, 2026, 3:06 p.m.
Created at: April 10, 2026, 5:17 a.m.