Triple

T14115510
Position Surface form Disambiguated ID Type / Status
Subject Julia Gillard E339764 entity
Predicate positionHeld P8 FINISHED
Object Minister for Education
The Minister for Education is a senior government cabinet role responsible for overseeing national education policy, school and higher education systems, and related reforms.
 E1079741 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: Minister for Education | Statement: [Julia Gillard, positionHeld, Minister for Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minister for Education
Context triple: [Julia Gillard, positionHeld, Minister for Education]
  • A. Minister for Education
    The Minister for Education is a senior Queensland government official responsible for overseeing the state’s education system, including schools, curriculum, and related policy.
  • B. Minister for Education
    The Minister for Education (Northern Ireland) is the government official responsible for overseeing the education system and related policy in Northern Ireland.
  • C. Minister of Education
    The Minister of Education is the Israeli government cabinet member responsible for overseeing national education policy, school systems, and related cultural and pedagogical initiatives.
  • D. Minister of National Education
    The Minister of National Education is the French government official responsible for overseeing the country’s education system, including primary, secondary, and often higher education policies.
  • E. Secretary for Education
    The Secretary for Education is the top government official responsible for formulating and overseeing education policies and the school system in Hong Kong.
  • 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: Minister for Education
Triple: [Julia Gillard, positionHeld, Minister for Education]
Generated description
The Minister for Education is a senior government cabinet role responsible for overseeing national education policy, school and higher education systems, and related reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Minister for Education
Target entity description: The Minister for Education is a senior government cabinet role responsible for overseeing national education policy, school and higher education systems, and related reforms.
  • A. Minister for Education
    The Minister for Education (Northern Ireland) is the government official responsible for overseeing the education system and related policy in Northern Ireland.
  • B. Minister for Education
    The Minister for Education is a senior Queensland government official responsible for overseeing the state’s education system, including schools, curriculum, and related policy.
  • C. Minister of Education
    The Minister of Education is the Israeli government cabinet member responsible for overseeing national education policy, school systems, and related cultural and pedagogical initiatives.
  • D. Minister of National Education
    The Minister of National Education is the French government official responsible for overseeing the country’s education system, including primary, secondary, and often higher education policies.
  • E. Secretary for Education
    The Secretary for Education is the top government official responsible for formulating and overseeing education policies and the school system in Hong Kong.
  • 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_69d81c6a95b481909e39111e0c1f31ee completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de6010a03c81909f5f160f8d1fa8fa completed April 14, 2026, 3:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0baa328819099511dfa7b9666d3 completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd3a8b8e08190b230ab8a2215145e completed May 7, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_69fcd48acddc819087d626c4764bf148 completed May 7, 2026, 6:06 p.m.
Created at: April 9, 2026, 10:22 p.m.