Triple

T15991036
Position Surface form Disambiguated ID Type / Status
Subject Balfour E387823 entity
Predicate hasNotableBearer P458 FINISHED
Object John Balfour
John Balfour is a name shared by several notable historical figures, including politicians and diplomats from the United Kingdom.
E1193662 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: John Balfour | Statement: [Balfour, hasNotableBearer, John Balfour]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Balfour
Context triple: [Balfour, hasNotableBearer, John Balfour]
  • A. Dugald Buchanan
    Dugald Buchanan was an 18th-century Scottish Gaelic poet and religious writer known for his influential spiritual verse and role in the Gaelic literary revival.
  • B. John Erskine
    John Erskine was an American educator, author, and musician best known for pioneering the Great Books movement and promoting liberal arts education in the early 20th century.
  • C. Ian Dalrymple
    Ian Dalrymple was a British screenwriter and film producer noted for his acclaimed work in early 20th-century cinema, including an Academy Award-winning screenplay.
  • D. Thomas Urquhart
    Thomas Urquhart was a 17th-century Scottish writer, translator, and eccentric known for his elaborate prose and early English translation of Rabelais.
  • E. William Johnstone
    William Johnstone was a Scottish painter and influential modernist associated with the Scottish Renaissance, known for his abstract landscapes and role in art education.
  • 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: John Balfour
Triple: [Balfour, hasNotableBearer, John Balfour]
Generated description
John Balfour is a name shared by several notable historical figures, including politicians and diplomats from the United Kingdom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Balfour
Target entity description: John Balfour is a name shared by several notable historical figures, including politicians and diplomats from the United Kingdom.
  • A. Dugald Buchanan
    Dugald Buchanan was an 18th-century Scottish Gaelic poet and religious writer known for his influential spiritual verse and role in the Gaelic literary revival.
  • B. John Erskine
    John Erskine was an American educator, author, and musician best known for pioneering the Great Books movement and promoting liberal arts education in the early 20th century.
  • C. Ian Dalrymple
    Ian Dalrymple was a British screenwriter and film producer noted for his acclaimed work in early 20th-century cinema, including an Academy Award-winning screenplay.
  • D. Thomas Urquhart
    Thomas Urquhart was a 17th-century Scottish writer, translator, and eccentric known for his elaborate prose and early English translation of Rabelais.
  • E. William Johnstone
    William Johnstone was a Scottish painter and influential modernist associated with the Scottish Renaissance, known for his abstract landscapes and role in art education.
  • 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_69d86daa562c81908aacc179c0fe8fb5 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e157835cac81909e979f9be281f328 completed April 16, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb84979c8190b9f8d5a78b1cc880 completed May 10, 2026, 2:20 a.m.
NEDg Description generation batch_69ffec06b344819093f164f15f104717 completed May 10, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_69ffec9fc93881909b80bbfe324ebc2c completed May 10, 2026, 2:25 a.m.
Created at: April 10, 2026, 4:54 a.m.