Triple

T15287408
Position Surface form Disambiguated ID Type / Status
Subject Timmermans E365436 entity
Predicate hasNotableBearer P458 FINISHED
Object Jef Timmermans
Jef Timmermans is a person notable enough to be recognized as a bearer of the surname Timmermans, though specific widely known public details about him are not clearly established.
E1153923 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: Jef Timmermans | Statement: [Timmermans, hasNotableBearer, Jef Timmermans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jef Timmermans
Context triple: [Timmermans, hasNotableBearer, Jef Timmermans]
  • A. Elio Di Rupo
    Elio Di Rupo is a Belgian socialist politician who served as Belgium’s first francophone and openly gay prime minister.
  • B. Alexander De Croo
    Alexander De Croo is a Belgian liberal politician who has served as Prime Minister of Belgium, leading the federal government.
  • C. Herman De Croo
    Herman De Croo is a veteran Belgian liberal politician and long-serving member of parliament who has held several ministerial posts and served as President of the Chamber of Representatives.
  • D. Frans Timmermans
    Frans Timmermans is a Dutch Labour Party politician and diplomat who has served in prominent national and European roles, including as European Commissioner and Executive Vice-President of the European Commission.
  • E. Frie Leysen
    Frie Leysen was a renowned Belgian festival director and curator known for founding and leading influential international performing arts festivals that championed innovative and cross-cultural theatre.
  • 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: Jef Timmermans
Triple: [Timmermans, hasNotableBearer, Jef Timmermans]
Generated description
Jef Timmermans is a person notable enough to be recognized as a bearer of the surname Timmermans, though specific widely known public details about him are not clearly established.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jef Timmermans
Target entity description: Jef Timmermans is a person notable enough to be recognized as a bearer of the surname Timmermans, though specific widely known public details about him are not clearly established.
  • A. Elio Di Rupo
    Elio Di Rupo is a Belgian socialist politician who served as Belgium’s first francophone and openly gay prime minister.
  • B. Alexander De Croo
    Alexander De Croo is a Belgian liberal politician who has served as Prime Minister of Belgium, leading the federal government.
  • C. Herman De Croo
    Herman De Croo is a veteran Belgian liberal politician and long-serving member of parliament who has held several ministerial posts and served as President of the Chamber of Representatives.
  • D. Frans Timmermans
    Frans Timmermans is a Dutch Labour Party politician and diplomat who has served in prominent national and European roles, including as European Commissioner and Executive Vice-President of the European Commission.
  • E. Frie Leysen
    Frie Leysen was a renowned Belgian festival director and curator known for founding and leading influential international performing arts festivals that championed innovative and cross-cultural theatre.
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00e551bb0819094db097285443740 completed April 15, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b39b6f88190ac9d6532e99fda31 completed May 9, 2026, 10:23 a.m.
NEDg Description generation batch_69ff0f6da7a08190a185150ac5c2b76d completed May 9, 2026, 10:41 a.m.
NED2 Entity disambiguation (via description) batch_69ff10af638c81908c8df0138de64f32 completed May 9, 2026, 10:47 a.m.
Created at: April 10, 2026, 3:15 a.m.