Triple

T2507411
Position Surface form Disambiguated ID Type / Status
Subject Netherlands national football team E52615 entity
Predicate notableCoach P550 FINISHED
Object Louis van Gaal
Louis van Gaal is a Dutch football manager renowned for his tactical discipline, emphasis on youth development, and successful spells at top European clubs and national teams.
E272034 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: Louis van Gaal | Statement: [Netherlands national football team, notableCoach, Louis van Gaal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis van Gaal
Context triple: [Netherlands national football team, notableCoach, Louis van Gaal]
  • A. Jupp Heynckes
    Jupp Heynckes is a highly successful German football manager and former striker, best known for leading top European clubs to major titles, including a historic treble with Bayern Munich.
  • B. Ottmar Hitzfeld
    Ottmar Hitzfeld is a highly successful German football manager and former player, best known for winning multiple domestic and European titles with top clubs and the Swiss national team.
  • C. José Mourinho
    José Mourinho is a highly successful and charismatic Portuguese football manager renowned for his tactical acumen, defensive organization, and major trophy wins with top European clubs such as Porto, Chelsea, Inter Milan, Real Madrid, and Manchester United.
  • D. Arsène Wenger
    Arsène Wenger is a French football manager best known for revolutionizing English football through his long, trophy-laden tenure in charge of Arsenal.
  • E. Felix Magath
    Felix Magath is a former German footballer and manager best known for his successful playing career with Hamburger SV and his later reputation as a demanding, disciplinarian coach in the Bundesliga.
  • 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: Louis van Gaal
Triple: [Netherlands national football team, notableCoach, Louis van Gaal]
Generated description
Louis van Gaal is a Dutch football manager renowned for his tactical discipline, emphasis on youth development, and successful spells at top European clubs and national teams.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis van Gaal
Target entity description: Louis van Gaal is a Dutch football manager renowned for his tactical discipline, emphasis on youth development, and successful spells at top European clubs and national teams.
  • A. Jupp Heynckes
    Jupp Heynckes is a highly successful German football manager and former striker, best known for leading top European clubs to major titles, including a historic treble with Bayern Munich.
  • B. Ottmar Hitzfeld
    Ottmar Hitzfeld is a highly successful German football manager and former player, best known for winning multiple domestic and European titles with top clubs and the Swiss national team.
  • C. José Mourinho
    José Mourinho is a highly successful and charismatic Portuguese football manager renowned for his tactical acumen, defensive organization, and major trophy wins with top European clubs such as Porto, Chelsea, Inter Milan, Real Madrid, and Manchester United.
  • D. Arsène Wenger
    Arsène Wenger is a French football manager best known for revolutionizing English football through his long, trophy-laden tenure in charge of Arsenal.
  • E. Felix Magath
    Felix Magath is a former German footballer and manager best known for his successful playing career with Hamburger SV and his later reputation as a demanding, disciplinarian coach in the Bundesliga.
  • 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_69ab4958e76481908a235377dd921c9e completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1eb3be481908fa7c6b8f1c78209 completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1fa7dbb88190815087416b207b54 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af203f7ca08190ba781891bd879192 completed March 9, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_69af20cd13a88190a35bc1b74ad088ef completed March 9, 2026, 7:34 p.m.
Created at: March 6, 2026, 9:46 p.m.