Triple

T12453775
Position Surface form Disambiguated ID Type / Status
Subject John Sergeant E297599 entity
Predicate spouse P13 FINISHED
Object Margaret Spencer
Margaret Spencer is known primarily as the wife of British journalist and broadcaster John Sergeant.
E1114651 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: Margaret Spencer | Statement: [John Sergeant, spouse, Margaret Spencer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Spencer
Context triple: [John Sergeant, spouse, Margaret Spencer]
  • A. Margaret Spencer
    Margaret Spencer is a central protagonist in the classic science fiction novel "The Skylark of Space," known for her courage and involvement in the story’s pioneering interstellar adventures.
  • B. Margaret Spencer
    Margaret Spencer is a central female character in the 1967 British fantasy-comedy film "Bedazzled," serving as the object of the protagonist's romantic longing and the focus of his Faustian bargain.
  • C. Margaret Wilson
    Margaret Wilson was a young Scottish Covenanter martyr famously executed by drowning in 1685 for refusing to renounce her Presbyterian faith during the period known as the Killing Times.
  • D. Margaret Gill
    Margaret Gill was the wife of renowned 19th-century African American Shakespearean actor Ira Aldridge.
  • E. Margaret Johnston
    Margaret Johnston was the wife of British calligrapher and type designer Edward Johnston, noted for her supportive role in his personal and professional life.
  • 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: Margaret Spencer
Triple: [John Sergeant, spouse, Margaret Spencer]
Generated description
Margaret Spencer is known primarily as the wife of British journalist and broadcaster John Sergeant.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Spencer
Target entity description: Margaret Spencer is known primarily as the wife of British journalist and broadcaster John Sergeant.
  • A. Margaret Spencer
    Margaret Spencer is a central protagonist in the classic science fiction novel "The Skylark of Space," known for her courage and involvement in the story’s pioneering interstellar adventures.
  • B. Margaret Spencer
    Margaret Spencer is a central female character in the 1967 British fantasy-comedy film "Bedazzled," serving as the object of the protagonist's romantic longing and the focus of his Faustian bargain.
  • C. Margaret Wilson
    Margaret Wilson was a young Scottish Covenanter martyr famously executed by drowning in 1685 for refusing to renounce her Presbyterian faith during the period known as the Killing Times.
  • D. Margaret Gill
    Margaret Gill was the wife of renowned 19th-century African American Shakespearean actor Ira Aldridge.
  • E. Margaret Johnston
    Margaret Johnston was a British actress known for her work on stage and in films during the mid-20th century.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94da0b5988190b9df26dd3bb87337 completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde158a5a48190b3945945f94f97a0 completed May 8, 2026, 1:12 p.m.
NEDg Description generation batch_69fde23ab6dc8190a8b1ef0377b74ed5 completed May 8, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_69fde60e72e88190bf56b3ddb3f77839 completed May 8, 2026, 1:33 p.m.
Created at: April 8, 2026, 9:56 p.m.