Triple

T6165754
Position Surface form Disambiguated ID Type / Status
Subject Jan Brewer E137553 entity
Predicate spouse P13 FINISHED
Object John Leon Brewer
John Leon Brewer is the husband of former Arizona governor Jan Brewer and is primarily known for his connection to her political career.
 E576113 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 Leon Brewer | Statement: [Jan Brewer, spouse, John Leon Brewer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Leon Brewer
Context triple: [Jan Brewer, spouse, John Leon Brewer]
  • A. Gilroy Roberts
    Gilroy Roberts was an American sculptor and engraver best known as the ninth Chief Engraver of the U.S. Mint and for creating the obverse portrait of President John F. Kennedy on the Kennedy half dollar.
  • B. William Baker
    William Baker was a 19th-century British civil engineer noted for designing major railway structures, including prominent bridges for the expanding Victorian rail network.
  • C. William Blinn
    William Blinn was an American television writer and producer best known for his work on landmark series and miniseries such as "Roots" and "Brian's Song."
  • D. Paul Bransom
    Paul Bransom was an American illustrator and wildlife artist best known for his detailed animal drawings in early 20th-century books and magazines.
  • E. Charles Roane
    Charles Roane is a music producer known for his work on the album "Back to Basics."
  • 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 Leon Brewer
Triple: [Jan Brewer, spouse, John Leon Brewer]
Generated description
John Leon Brewer is the husband of former Arizona governor Jan Brewer and is primarily known for his connection to her political career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Leon Brewer
Target entity description: John Leon Brewer is the husband of former Arizona governor Jan Brewer and is primarily known for his connection to her political career.
  • A. Gilroy Roberts
    Gilroy Roberts was an American sculptor and engraver best known as the ninth Chief Engraver of the U.S. Mint and for creating the obverse portrait of President John F. Kennedy on the Kennedy half dollar.
  • B. William Baker
    William Baker was a 19th-century British civil engineer noted for designing major railway structures, including prominent bridges for the expanding Victorian rail network.
  • C. William Blinn
    William Blinn was an American television writer and producer best known for his work on landmark series and miniseries such as "Roots" and "Brian's Song."
  • D. Paul Bransom
    Paul Bransom was an American illustrator and wildlife artist best known for his detailed animal drawings in early 20th-century books and magazines.
  • E. Charles Roane
    Charles Roane is a music producer known for his work on the album "Back to Basics."
  • 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_69c008a54fc88190b6ce4416490ca79d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d6225bc819097707be620681e7b completed March 22, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c16ee26ed8819084a5cfd84ba9564e completed March 23, 2026, 4:48 p.m.
NEDg Description generation batch_69c1f5a1374481909117f2d8582ef195 completed March 24, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_69c1f60573a481909440f2ba7ef01f79 completed March 24, 2026, 2:25 a.m.
Created at: March 22, 2026, 4:17 p.m.