Triple

T14534811
Position Surface form Disambiguated ID Type / Status
Subject Jim Murphy E341013 entity
Predicate positionHeld P8 FINISHED
Object Shadow Secretary of State for Education
The Shadow Secretary of State for Education is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s education policies and proposing alternative approaches.
 E1104790 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: Shadow Secretary of State for Education | Statement: [Jim Murphy, positionHeld, Shadow Secretary of State for Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shadow Secretary of State for Education
Context triple: [Jim Murphy, positionHeld, Shadow Secretary of State for Education]
  • A. Secretary of State for Education
    The Secretary of State for Education is the UK government cabinet minister responsible for overseeing the education system and children’s services in England.
  • B. Cabinet Secretary for Education
    The Cabinet Secretary for Education is the senior Scottish Government minister responsible for overseeing education policy, schools, and related learning and skills across Scotland.
  • C. Cabinet Secretary for Education
    The Cabinet Secretary for Education is the senior Welsh Government minister responsible for overseeing education policy, schools, and lifelong learning in Wales.
  • D. Secretary of State for Education and Science
    The Secretary of State for Education and Science was a senior UK government cabinet post responsible for overseeing national policy on schools, universities, and scientific research.
  • E. Shadow Secretary of State for Culture, Media and Sport
    The Shadow Secretary of State for Culture, Media and Sport is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government’s policies on culture, media, and sports.
  • 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: Shadow Secretary of State for Education
Triple: [Jim Murphy, positionHeld, Shadow Secretary of State for Education]
Generated description
The Shadow Secretary of State for Education is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s education policies and proposing alternative approaches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shadow Secretary of State for Education
Target entity description: The Shadow Secretary of State for Education is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s education policies and proposing alternative approaches.
  • A. Secretary of State for Education
    The Secretary of State for Education is the UK government cabinet minister responsible for overseeing the education system and children’s services in England.
  • B. Cabinet Secretary for Education
    The Cabinet Secretary for Education is the senior Scottish Government minister responsible for overseeing education policy, schools, and related learning and skills across Scotland.
  • C. Cabinet Secretary for Education
    The Cabinet Secretary for Education is the senior Welsh Government minister responsible for overseeing education policy, schools, and lifelong learning in Wales.
  • D. Secretary of State for Education and Science
    The Secretary of State for Education and Science was a senior UK government cabinet post responsible for overseeing national policy on schools, universities, and scientific research.
  • E. Shadow Secretary of State for Culture, Media and Sport
    The Shadow Secretary of State for Culture, Media and Sport is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government’s policies on culture, media, and sports.
  • 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_69d822dac79c8190a84a073f3cbaced5 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb1b9d39881908c7a3a5b17d432af completed April 14, 2026, 9:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a589d488190b4a192f33d11092d completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7ae2ce048190ba802c4639c128d6 completed May 8, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_69fd7b7147448190952a395f72662014 completed May 8, 2026, 5:58 a.m.
Created at: April 10, 2026, 1:22 a.m.