Triple

T14748692
Position Surface form Disambiguated ID Type / Status
Subject Ann Axton E346541 entity
Predicate spouse P13 FINISHED
Object James Axton
James Axton is a person known primarily in relation to his marriage to Ann Axton.
E1118004 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: James Axton | Statement: [Ann Axton, spouse, James Axton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Axton
Context triple: [Ann Axton, spouse, James Axton]
  • A. James Axton
    James Axton is the American academic-turned-intelligence analyst who narrates and anchors Don DeLillo’s novel *The Names*, exploring themes of language, terrorism, and cultural dislocation in the late 20th century.
  • B. David Axton
    David Axton is a pseudonym used by bestselling American suspense and horror novelist Dean Koontz for some of his early works.
  • C. Michael Barratt
    Michael Barratt is a Welsh rock and roll singer best known by his stage name Shakin' Stevens, who became one of the UK's most successful chart acts in the 1980s.
  • D. Steven Keaton
    Steven Keaton is the liberal, idealistic father and former 1960s activist on the American sitcom "Family Ties," known for clashing politically with his conservative son Alex.
  • E. Jeremy Carver
    Jeremy Carver is a television writer and producer best known for his work on genre series such as Supernatural and for serving as showrunner on DC's Doom Patrol.
  • 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: James Axton
Triple: [Ann Axton, spouse, James Axton]
Generated description
James Axton is a person known primarily in relation to his marriage to Ann Axton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Axton
Target entity description: James Axton is a person known primarily in relation to his marriage to Ann Axton.
  • A. James Axton
    James Axton is the American academic-turned-intelligence analyst who narrates and anchors Don DeLillo’s novel *The Names*, exploring themes of language, terrorism, and cultural dislocation in the late 20th century.
  • B. David Axton
    David Axton is a pseudonym used by bestselling American suspense and horror novelist Dean Koontz for some of his early works.
  • C. Michael Barratt
    Michael Barratt is a Welsh rock and roll singer best known by his stage name Shakin' Stevens, who became one of the UK's most successful chart acts in the 1980s.
  • D. Steven Keaton
    Steven Keaton is the liberal, idealistic father and former 1960s activist on the American sitcom "Family Ties," known for clashing politically with his conservative son Alex.
  • E. Jeremy Carver
    Jeremy Carver is a television writer and producer best known for his work on genre series such as Supernatural and for serving as showrunner on DC's Doom Patrol.
  • 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_69d822e6f1c88190bc494d491a907114 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7d2e1748190b16ede681fe52872 completed April 14, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb982b5c8190a0340be2186f8b81 completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fdfea2b720819089110c02dbd848bd completed May 8, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_69fdff1368e48190bc079645996d85d8 completed May 8, 2026, 3:19 p.m.
Created at: April 10, 2026, 1:30 a.m.