Triple

T13081839
Position Surface form Disambiguated ID Type / Status
Subject Latymer Upper School E310225 entity
Predicate hasAlumni P51 FINISHED
Object Toby Young
Toby Young is a British journalist, author, and free schools advocate known for his controversial commentary and role in education reform debates.
E1019655 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: Toby Young | Statement: [Latymer Upper School, hasAlumni, Toby Young]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toby Young
Context triple: [Latymer Upper School, hasAlumni, Toby Young]
  • A. Ed Morgan
    Ed Morgan was an American engineer and entrepreneur best known as a co-founder of Arrow Development, a pioneering company in the design and manufacture of amusement park rides and roller coasters.
  • B. Neil Warburton
    Neil Warburton is an individual whose name is associated with the use of the item or concept referred to as "Warburton," though specific widely known biographical or professional details are not clearly established.
  • C. Douglas Murray
    Douglas Murray is a retired Swedish professional ice hockey defenseman known for his physical style of play in the NHL, particularly with the San Jose Sharks.
  • D. Douglas Murray
    Douglas Murray is a British author and political commentator known for his conservative views and writings on immigration, culture, and free speech.
  • E. Alex Cole-Hamilton
    Alex Cole-Hamilton is a Scottish Liberal Democrat politician who serves as the party’s leader in Scotland and represents the Edinburgh Western constituency in the Scottish Parliament.
  • 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: Toby Young
Triple: [Latymer Upper School, hasAlumni, Toby Young]
Generated description
Toby Young is a British journalist, author, and free schools advocate known for his controversial commentary and role in education reform debates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toby Young
Target entity description: Toby Young is a British journalist, author, and free schools advocate known for his controversial commentary and role in education reform debates.
  • A. Ed Morgan
    Ed Morgan was an American engineer and entrepreneur best known as a co-founder of Arrow Development, a pioneering company in the design and manufacture of amusement park rides and roller coasters.
  • B. Neil Warburton
    Neil Warburton is an individual whose name is associated with the use of the item or concept referred to as "Warburton," though specific widely known biographical or professional details are not clearly established.
  • C. Douglas Murray
    Douglas Murray is a British author and political commentator known for his conservative views and writings on immigration, culture, and free speech.
  • D. Douglas Murray
    Douglas Murray is a retired Swedish professional ice hockey defenseman known for his physical style of play in the NHL, particularly with the San Jose Sharks.
  • E. Alex Cole-Hamilton
    Alex Cole-Hamilton is a Scottish Liberal Democrat politician who serves as the party’s leader in Scotland and represents the Edinburgh Western constituency in the Scottish Parliament.
  • 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_69d806a733548190989cfd4ce981ca33 completed April 9, 2026, 8:05 p.m.
NER Named-entity recognition batch_69d9811add9881908a92186dab5b6d48 completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d60e7b48819087e4583a5736c1df completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6d76cc33c8190ac8113094bcf868b completed May 3, 2026, 5:04 a.m.
NED2 Entity disambiguation (via description) batch_69f6d8013e9481908f5edcce7247212d completed May 3, 2026, 5:07 a.m.
Created at: April 9, 2026, 9:01 p.m.