Triple

T1731494
Position Surface form Disambiguated ID Type / Status
Subject Cate Blanchett E37819 entity
Predicate spouse P13 FINISHED
Object Andrew Upton
Andrew Upton is an Australian playwright, screenwriter, and theatre director known for his long-term creative and personal partnership with actress Cate Blanchett, including their joint leadership of the Sydney Theatre Company.
 E217823 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 Upton | Statement: [Cate Blanchett, spouse, Andrew Upton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andrew Upton
Context triple: [Cate Blanchett, spouse, Andrew Upton]
  • A. Andrew Humphrey
    Andrew Humphrey was a senior Royal Air Force officer who rose to become Chief of the Air Staff and later Chief of the Defence Staff in the United Kingdom.
  • B. Luke Hodgkin
    Luke Hodgkin is a British mathematician and historian of mathematics, known for his work on the social and historical context of mathematical development.
  • C. Ryan Edwards
    Ryan Edwards is a professional footballer best known as an English defender who has played for several clubs in the English Football League and Scottish Premiership.
  • D. Derek Dowding
    Derek Dowding was a Royal Air Force officer and the son of Air Chief Marshal Hugh Dowding, noted for his own distinguished service in military aviation.
  • E. Mark Herron
    Mark Herron was an American actor best known for being the fourth husband of legendary entertainer Judy Garland.
  • 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 Upton
Triple: [Cate Blanchett, spouse, Andrew Upton]
Generated description
Andrew Upton is an Australian playwright, screenwriter, and theatre director known for his long-term creative and personal partnership with actress Cate Blanchett, including their joint leadership of the Sydney Theatre Company.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andrew Upton
Target entity description: Andrew Upton is an Australian playwright, screenwriter, and theatre director known for his long-term creative and personal partnership with actress Cate Blanchett, including their joint leadership of the Sydney Theatre Company.
  • A. Andrew Humphrey
    Andrew Humphrey was a senior Royal Air Force officer who rose to become Chief of the Air Staff and later Chief of the Defence Staff in the United Kingdom.
  • B. Luke Hodgkin
    Luke Hodgkin is a British mathematician and historian of mathematics, known for his work on the social and historical context of mathematical development.
  • C. Ryan Edwards
    Ryan Edwards is a professional footballer best known as an English defender who has played for several clubs in the English Football League and Scottish Premiership.
  • D. Derek Dowding
    Derek Dowding was a Royal Air Force officer and the son of Air Chief Marshal Hugh Dowding, noted for his own distinguished service in military aviation.
  • E. Mark Herron
    Mark Herron was an American actor best known for being the fourth husband of legendary entertainer Judy Garland.
  • 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_69a8861cc6ac8190ac0b2e31ccf62851 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63804cd48190aef5e0f231600e58 completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3b9a2f4819082ca2e9f838f7b9e completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf79bddf48190909bdcee31b55379 completed March 8, 2026, 10:26 p.m.
NED2 Entity disambiguation (via description) batch_69adf8153e5881908acc441f68623890 completed March 8, 2026, 10:28 p.m.
Created at: March 4, 2026, 7:30 p.m.