Triple

T13163643
Position Surface form Disambiguated ID Type / Status
Subject John Stephenson E312788 entity
Predicate spouse P13 FINISHED
Object Jean Stephenson
Jean Stephenson is known primarily as the spouse of John Stephenson.
E1024137 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: Jean Stephenson | Statement: [John Stephenson, spouse, Jean Stephenson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jean Stephenson
Context triple: [John Stephenson, spouse, Jean Stephenson]
  • A. Mary Evelyn Pickering
    Mary Evelyn Pickering, better known as Evelyn De Morgan, was a British Pre-Raphaelite painter renowned for her allegorical and spiritually themed works.
  • B. Wallace John Eckert
    Wallace John Eckert was an American astronomer and pioneer of computational methods who used early punched-card and electronic computers to advance celestial mechanics and navigation.
  • C. Kathleen McNulty Mauchly
    Kathleen McNulty Mauchly was a pioneering Irish-American computer programmer best known as one of the original ENIAC programmers and an early trailblazer for women in computing.
  • D. Max Newman
    Max Newman was a British mathematician and codebreaker who played a key role in the development of early computing and in breaking German ciphers during World War II.
  • E. Allan W. Eckert
    Allan W. Eckert was an American author and naturalist best known for his meticulously researched historical novels and nature writing, including the "Winning of America" series.
  • 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: Jean Stephenson
Triple: [John Stephenson, spouse, Jean Stephenson]
Generated description
Jean Stephenson is known primarily as the spouse of John Stephenson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jean Stephenson
Target entity description: Jean Stephenson is known primarily as the spouse of John Stephenson.
  • A. Mary Evelyn Pickering
    Mary Evelyn Pickering, better known as Evelyn De Morgan, was a British Pre-Raphaelite painter renowned for her allegorical and spiritually themed works.
  • B. Wallace John Eckert
    Wallace John Eckert was an American astronomer and pioneer of computational methods who used early punched-card and electronic computers to advance celestial mechanics and navigation.
  • C. Kathleen McNulty Mauchly
    Kathleen McNulty Mauchly was a pioneering Irish-American computer programmer best known as one of the original ENIAC programmers and an early trailblazer for women in computing.
  • D. Max Newman
    Max Newman was a British mathematician and codebreaker who played a key role in the development of early computing and in breaking German ciphers during World War II.
  • E. Allan W. Eckert
    Allan W. Eckert was an American author and naturalist best known for his meticulously researched historical novels and nature writing, including the "Winning of America" series.
  • 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_69d806ac3ee081909b2fd27d060aa974 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c0bf5a48190bf245dceee24b579 completed April 10, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eaf4cd788190b74cca51b5219bfb completed May 3, 2026, 6:28 a.m.
NEDg Description generation batch_69f6eeefa9a08190b042212f24735ca7 completed May 3, 2026, 6:45 a.m.
NED2 Entity disambiguation (via description) batch_69f6ef933f888190880e680f7f4c1c29 completed May 3, 2026, 6:47 a.m.
Created at: April 9, 2026, 9:13 p.m.