Triple

T19090228
Position Surface form Disambiguated ID Type / Status
Subject Laura Roslin E467262 entity
Predicate occupation P3 FINISHED
Object Secretary of Education
The Secretary of Education is the U.S. Cabinet official responsible for overseeing federal education policy and administering national education programs.
 E6563 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: Secretary of Education | Statement: [Laura Roslin, occupation, Secretary of Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Secretary of Education
Context triple: [Laura Roslin, occupation, Secretary of Education]
  • A. Secretary of Education
    The Secretary of Education is the Philippine government’s chief official responsible for overseeing the national education system and leading the Department of Education.
  • B. United States Secretary of Education
    The United States Secretary of Education is the head of the U.S. Department of Education, serving as the president’s chief advisor on federal education policy and administration.
  • C. Education Secretary
    The Education Secretary is the UK government minister responsible for overseeing the education system, including schools, colleges, and often universities, and for setting national education policy.
  • D. 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.
  • E. Assistant Secretary for Elementary and Secondary Education
    The Assistant Secretary for Elementary and Secondary Education is a senior U.S. Department of Education official responsible for federal policies and programs affecting K–12 schooling nationwide.
  • 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: Secretary of Education
Triple: [Laura Roslin, occupation, Secretary of Education]
Generated description
The Secretary of Education is the U.S. Cabinet official responsible for overseeing federal education policy and administering national education programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Secretary of Education
Target entity description: The Secretary of Education is the U.S. Cabinet official responsible for overseeing federal education policy and administering national education programs.
  • A. Secretary of Education
    The Secretary of Education is the Philippine government’s chief official responsible for overseeing the national education system and leading the Department of Education.
  • B. United States Secretary of Education chosen
    The United States Secretary of Education is the head of the U.S. Department of Education, serving as the president’s chief advisor on federal education policy and administration.
  • C. Education Secretary
    The Education Secretary is the UK government minister responsible for overseeing the education system, including schools, colleges, and often universities, and for setting national education policy.
  • D. 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.
  • E. Assistant Secretary for Elementary and Secondary Education
    The Assistant Secretary for Elementary and Secondary Education is a senior U.S. Department of Education official responsible for federal policies and programs affecting K–12 schooling nationwide.
  • F. None of above.

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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e34a589c8190b5171fab45bf2204 completed April 20, 2026, 8:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dd9273cc81909dc0252b5959b050 completed May 14, 2026, 2:34 p.m.
NEDg Description generation batch_6a05dfddc64c81909e630fd628f7b8e6 completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e09f607c81909c9ef31c4e1b47b1 completed May 14, 2026, 2:47 p.m.
Created at: April 10, 2026, 12:04 p.m.