Triple

T22334067
Position Surface form Disambiguated ID Type / Status
Subject Dunoon Grammar School E552096 entity
Predicate hasNotableAlumni P51 FINISHED
Object Andrew Campbell
Andrew Campbell is a notable former student of Dunoon Grammar School recognized for his achievements after attending the Scottish secondary institution.
 E1530547 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: Andrew Campbell | Statement: [Dunoon Grammar School, hasNotableAlumni, Andrew Campbell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andrew Campbell
Context triple: [Dunoon Grammar School, hasNotableAlumni, Andrew Campbell]
  • A. Andrew Campbell
    Andrew Campbell was an American explorer best known for leading the 1878 discovery of Luray Caverns in Virginia.
  • B. Rob Campbell
    Rob Campbell is a New Zealand business leader and professional director who has served in prominent governance roles across the country’s corporate and public sectors.
  • C. Jimmy Campbell
    Jimmy Campbell was a British songwriter best known for co-writing the popular standard "Try a Little Tenderness" and other songs of the early 20th century.
  • D. Angus Campbell
    Angus Campbell was an influential American social psychologist and political scientist known for his pioneering work in public opinion and voting behavior.
  • E. Angus Campbell
    Angus Campbell is a senior Australian Army officer who has served as Chief of the Defence Force.
  • 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: Andrew Campbell
Triple: [Dunoon Grammar School, hasNotableAlumni, Andrew Campbell]
Generated description
Andrew Campbell is a notable former student of Dunoon Grammar School recognized for his achievements after attending the Scottish secondary institution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andrew Campbell
Target entity description: Andrew Campbell is a notable former student of Dunoon Grammar School recognized for his achievements after attending the Scottish secondary institution.
  • A. Andrew Campbell
    Andrew Campbell was an American explorer best known for leading the 1878 discovery of Luray Caverns in Virginia.
  • B. Rob Campbell
    Rob Campbell is a New Zealand business leader and professional director who has served in prominent governance roles across the country’s corporate and public sectors.
  • C. Jimmy Campbell
    Jimmy Campbell was a British songwriter best known for co-writing the popular standard "Try a Little Tenderness" and other songs of the early 20th century.
  • D. Angus Campbell
    Angus Campbell was an influential American social psychologist and political scientist known for his pioneering work in public opinion and voting behavior.
  • E. Angus Campbell
    Angus Campbell is a senior Australian Army officer who has served as Chief of the Defence Force.
  • 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_69e11e482f788190b78d1588fc26d606 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1577cdcb08190a760e195c1051adb completed April 29, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ad529a9b081908edf8eedee7e957c completed May 18, 2026, 9 a.m.
NEDg Description generation batch_6a0ad993b9188190aacf482038b3cd29 completed May 18, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0ada0cef848190864a88d7baa24a81 completed May 18, 2026, 9:21 a.m.
Created at: April 16, 2026, 8:43 p.m.