Triple

T15419555
Position Surface form Disambiguated ID Type / Status
Subject Tom Arnold E369336 entity
Predicate spouse P13 FINISHED
Object Julie Armstrong
Julie Armstrong is known as the former wife of American actor and comedian Tom Arnold.
 E1332875 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: Julie Armstrong | Statement: [Tom Arnold, spouse, Julie Armstrong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Julie Armstrong
Context triple: [Tom Arnold, spouse, Julie Armstrong]
  • A. Julie Morton
    Julie Morton is a character in the holiday comedy-drama film "The Family Stone," portrayed as Everett Stone’s poised and sophisticated girlfriend who struggles to fit in with his close-knit, unconventional family.
  • B. Julie Richardson
    Julie Richardson is a film producer best known for her work on the acclaimed crime thriller "Collateral."
  • C. Adrienne Armstrong
    Adrienne Armstrong is an American entrepreneur and co-owner of the Oakland boutique and eco-friendly shop "Atomic Garden," best known as the wife of Green Day frontman Billie Joe Armstrong.
  • D. Julie Eldridge
    Julie Eldridge is a character from the horror anthology film "Trilogy of Terror."
  • E. Julie Martin
    Julie Martin is a television producer best known for her work as an executive producer on series such as *The Bedford Diaries*.
  • 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: Julie Armstrong
Triple: [Tom Arnold, spouse, Julie Armstrong]
Generated description
Julie Armstrong is known as the former wife of American actor and comedian Tom Arnold.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Julie Armstrong
Target entity description: Julie Armstrong is known as the former wife of American actor and comedian Tom Arnold.
  • A. Julie Morton
    Julie Morton is a character in the holiday comedy-drama film "The Family Stone," portrayed as Everett Stone’s poised and sophisticated girlfriend who struggles to fit in with his close-knit, unconventional family.
  • B. Julie Richardson
    Julie Richardson is a film producer best known for her work on the acclaimed crime thriller "Collateral."
  • C. Adrienne Armstrong
    Adrienne Armstrong is an American entrepreneur and co-owner of the Oakland boutique and eco-friendly shop "Atomic Garden," best known as the wife of Green Day frontman Billie Joe Armstrong.
  • D. Julie Eldridge
    Julie Eldridge is a character from the horror anthology film "Trilogy of Terror."
  • E. Julie Martin
    Julie Martin is a television producer best known for her work as an executive producer on series such as *The Bedford Diaries*.
  • 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_69d85a1849f48190bf898068b2806fae completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ebce4f48190ba282ecb4fb2f6fa completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05036623808190b5de95789b8fef53 completed May 13, 2026, 11:04 p.m.
NEDg Description generation batch_6a0504bec9c0819080fb95d8b4c0dd97 completed May 13, 2026, 11:09 p.m.
NED2 Entity disambiguation (via description) batch_6a050511ae448190ba2365b5caa4ce78 completed May 13, 2026, 11:11 p.m.
Created at: April 10, 2026, 3:20 a.m.