Triple

T3784892
Position Surface form Disambiguated ID Type / Status
Subject Balfour family E85506 entity
Predicate hasFamilyName P18 FINISHED
Object Balfour
Balfour is a Scottish surname historically associated with a prominent family involved in British politics, landownership, and public life.
 E387823 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: Balfour | Statement: [Balfour family, hasFamilyName, Balfour]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Balfour
Context triple: [Balfour family, hasFamilyName, Balfour]
  • A. Arthur Balfour
    Arthur Balfour was a British Conservative statesman who served as Prime Minister of the United Kingdom from 1902 to 1905 and later as Foreign Secretary, notably associated with the 1917 Balfour Declaration.
  • B. Isaac Bayley Balfour
    Isaac Bayley Balfour was a prominent Scottish botanist and academic known for his contributions to plant taxonomy and his tenure as Regius Keeper of the Royal Botanic Garden Edinburgh.
  • C. Gerald Balfour
    Gerald Balfour was a British Conservative politician of the late 19th and early 20th centuries, known for holding several high-ranking government posts and for being the younger brother of Prime Minister Arthur Balfour.
  • D. Sam Hoare
    Sam Hoare is a British actor and director known for his work in film and television, as well as his relationship with actress Romola Garai.
  • E. Austen Chamberlain
    Austen Chamberlain was a British Conservative statesman and foreign secretary, best known for co-negotiating the Locarno Treaties and receiving the Nobel Peace Prize for his efforts to stabilize post–World War I Europe.
  • 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: Balfour
Triple: [Balfour family, hasFamilyName, Balfour]
Generated description
Balfour is a Scottish surname historically associated with a prominent family involved in British politics, landownership, and public life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Balfour
Target entity description: Balfour is a Scottish surname historically associated with a prominent family involved in British politics, landownership, and public life.
  • A. Arthur Balfour
    Arthur Balfour was a British Conservative statesman who served as Prime Minister of the United Kingdom from 1902 to 1905 and later as Foreign Secretary, notably associated with the 1917 Balfour Declaration.
  • B. Isaac Bayley Balfour
    Isaac Bayley Balfour was a prominent Scottish botanist and academic known for his contributions to plant taxonomy and his tenure as Regius Keeper of the Royal Botanic Garden Edinburgh.
  • C. Gerald Balfour
    Gerald Balfour was a British Conservative politician of the late 19th and early 20th centuries, known for holding several high-ranking government posts and for being the younger brother of Prime Minister Arthur Balfour.
  • D. Sam Hoare
    Sam Hoare is a British actor and director known for his work in film and television, as well as his relationship with actress Romola Garai.
  • E. Austen Chamberlain
    Austen Chamberlain was a British Conservative statesman and foreign secretary, best known for co-negotiating the Locarno Treaties and receiving the Nobel Peace Prize for his efforts to stabilize post–World War I Europe.
  • 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_69aed937fa8881908208ef3801060826 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee3dd80f08190a1704521a764e22c completed March 9, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f04a35448190a57f431ef703b1e1 completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f159d7e88190a76d51378ba141d3 completed March 14, 2026, 5:25 a.m.
NED2 Entity disambiguation (via description) batch_69b4f220f9388190b2c3615f713f01f2 completed March 14, 2026, 5:29 a.m.
Created at: March 9, 2026, 3:13 p.m.