Triple

T11935626
Position Surface form Disambiguated ID Type / Status
Subject Garth Hill College E284033 entity
Predicate hasEducationLevel P177 FINISHED
Object Key Stage 5
Key Stage 5 is the post-16 stage of education in England, typically covering the final two years of secondary schooling where students study A-levels or equivalent qualifications.
E954866 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: Key Stage 5 | Statement: [Garth Hill College, hasEducationLevel, Key Stage 5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Key Stage 5
Context triple: [Garth Hill College, hasEducationLevel, Key Stage 5]
  • A. GCE Advanced Level (A‑level)
    GCE Advanced Level (A‑level) is a subject-based qualification typically taken by students in the UK and some other countries at the end of secondary education, often used for university entrance.
  • B. GCSE
    The GCSE (General Certificate of Secondary Education) is a set of subject-based academic qualifications typically taken by students in England, Wales, and Northern Ireland around age 16, forming a key part of secondary education and progression to further study.
  • C. Sixth Form Certificate
    The Sixth Form Certificate was a former New Zealand secondary school qualification awarded to students in their final years of high school before it was superseded by newer assessment systems.
  • D. Key Stage 3
    Key Stage 3 is the stage of the English national curriculum covering the first three years of secondary education, typically for students aged 11 to 14.
  • E. National 5
    National 5 is a Scottish secondary school qualification typically taken by students around age 15–16, broadly comparable to the English GCSE.
  • 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: Key Stage 5
Triple: [Garth Hill College, hasEducationLevel, Key Stage 5]
Generated description
Key Stage 5 is the post-16 stage of education in England, typically covering the final two years of secondary schooling where students study A-levels or equivalent qualifications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Key Stage 5
Target entity description: Key Stage 5 is the post-16 stage of education in England, typically covering the final two years of secondary schooling where students study A-levels or equivalent qualifications.
  • A. GCE Advanced Level (A‑level)
    GCE Advanced Level (A‑level) is a subject-based qualification typically taken by students in the UK and some other countries at the end of secondary education, often used for university entrance.
  • B. GCSE
    The GCSE (General Certificate of Secondary Education) is a set of subject-based academic qualifications typically taken by students in England, Wales, and Northern Ireland around age 16, forming a key part of secondary education and progression to further study.
  • C. Sixth Form Certificate
    The Sixth Form Certificate was a former New Zealand secondary school qualification awarded to students in their final years of high school before it was superseded by newer assessment systems.
  • D. Key Stage 3
    Key Stage 3 is the stage of the English national curriculum covering the first three years of secondary education, typically for students aged 11 to 14.
  • E. National 5
    National 5 is a Scottish secondary school qualification typically taken by students around age 15–16, broadly comparable to the English GCSE.
  • 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_69d6ab2ce9c48190b5d39511b524f666 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90306fcf48190a963d2d1932288d1 completed April 10, 2026, 2:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4408d497c8190b051225140125e1f completed May 1, 2026, 5:56 a.m.
NEDg Description generation batch_69f448fc874081908fe05f9d8aff11a3 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44afdc7b08190bdf47cfcb94c34c8 completed May 1, 2026, 6:41 a.m.
Created at: April 8, 2026, 9:45 p.m.