Triple

T14283234
Position Surface form Disambiguated ID Type / Status
Subject Bad Education E354102 entity
Predicate character P662 FINISHED
Object Headteacher Shaquille Fraser
Headteacher Shaquille Fraser is a fictional school headteacher in the British comedy series "Bad Education," known for his strict yet often comically exasperated attempts to manage the chaotic staff and students.
 E1090599 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: Headteacher Shaquille Fraser | Statement: [Bad Education, character, Headteacher Shaquille Fraser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Headteacher Shaquille Fraser
Context triple: [Bad Education, character, Headteacher Shaquille Fraser]
  • A. Pathhead Primary School
    Pathhead Primary School is a local primary education institution serving young children in the village of Pathhead, Scotland.
  • B. Parkhead Primary School
    Parkhead Primary School is a local primary education institution serving the community of West Calder in Scotland.
  • C. Loanhead Primary School
    Loanhead Primary School is a local primary education institution serving young children in the town of Loanhead, Scotland.
  • D. St Ninian's High School
    St Ninian's High School is a prominent Roman Catholic secondary school located in Giffnock, East Renfrewshire, Scotland, known for strong academic performance and a large catchment area.
  • E. Rothesay Academy
    Rothesay Academy is a secondary school located in the town of Rothesay on the Isle of Bute in Scotland.
  • 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: Headteacher Shaquille Fraser
Triple: [Bad Education, character, Headteacher Shaquille Fraser]
Generated description
Headteacher Shaquille Fraser is a fictional school headteacher in the British comedy series "Bad Education," known for his strict yet often comically exasperated attempts to manage the chaotic staff and students.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Headteacher Shaquille Fraser
Target entity description: Headteacher Shaquille Fraser is a fictional school headteacher in the British comedy series "Bad Education," known for his strict yet often comically exasperated attempts to manage the chaotic staff and students.
  • A. Pathhead Primary School
    Pathhead Primary School is a local primary education institution serving young children in the village of Pathhead, Scotland.
  • B. Parkhead Primary School
    Parkhead Primary School is a local primary education institution serving the community of West Calder in Scotland.
  • C. Loanhead Primary School
    Loanhead Primary School is a local primary education institution serving young children in the town of Loanhead, Scotland.
  • D. St Ninian's High School
    St Ninian's High School is a prominent Roman Catholic secondary school located in Giffnock, East Renfrewshire, Scotland, known for strong academic performance and a large catchment area.
  • E. Rothesay Academy
    Rothesay Academy is a secondary school located in the town of Rothesay on the Isle of Bute in Scotland.
  • 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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de697d9fd08190b0cd7a6a6737ba03 completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d1a6d8081908e857143c0c809c0 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3da6f0648190876dd86dd51e72cc completed May 8, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69fd3e30868481908b55b368ab45c7fb completed May 8, 2026, 1:36 a.m.
Created at: April 10, 2026, 1:10 a.m.