Triple

T23000915
Position Surface form Disambiguated ID Type / Status
Subject Joe Scarborough E572628 entity
Predicate spouse P13 FINISHED
Object Melia Knauss (early marriage, divorced)
Melia Knauss is known as Joe Scarborough’s first wife from an early marriage that later ended in divorce.
 E1565491 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: Melia Knauss (early marriage, divorced) | Statement: [Joe Scarborough, spouse, Melia Knauss (early marriage, divorced)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Melia Knauss (early marriage, divorced)
Context triple: [Joe Scarborough, spouse, Melia Knauss (early marriage, divorced)]
  • A. George Merrill (divorced)
    George Merrill is an American songwriter best known as one half of the duo Boy Meets Girl, co-writing Whitney Houston hits like "How Will I Know" and "I Wanna Dance with Somebody (Who Loves Me)."
  • B. Cecilia Scott (divorced)
    Cecilia Scott is the former wife of retired NBA player and coach Byron Scott.
  • C. Geoffrey Ellwood (divorced)
    Geoffrey Ellwood is the former husband of documentary filmmaker Alison Ellwood.
  • D. Shelly Miles (divorced)
    Shelly Miles is the former wife of Scott Adams, the American cartoonist best known as the creator of the comic strip "Dilbert."
  • E. Melia Kreiling
    Melia Kreiling is a Greek-British actress known for her roles in television series such as "Salvation" and appearances in films including "Guardians of the Galaxy."
  • 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: Melia Knauss (early marriage, divorced)
Triple: [Joe Scarborough, spouse, Melia Knauss (early marriage, divorced)]
Generated description
Melia Knauss is known as Joe Scarborough’s first wife from an early marriage that later ended in divorce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Melia Knauss (early marriage, divorced)
Target entity description: Melia Knauss is known as Joe Scarborough’s first wife from an early marriage that later ended in divorce.
  • A. George Merrill (divorced)
    George Merrill is an American songwriter best known as one half of the duo Boy Meets Girl, co-writing Whitney Houston hits like "How Will I Know" and "I Wanna Dance with Somebody (Who Loves Me)."
  • B. Cecilia Scott (divorced)
    Cecilia Scott is the former wife of retired NBA player and coach Byron Scott.
  • C. Geoffrey Ellwood (divorced)
    Geoffrey Ellwood is the former husband of documentary filmmaker Alison Ellwood.
  • D. Shelly Miles (divorced)
    Shelly Miles is the former wife of Scott Adams, the American cartoonist best known as the creator of the comic strip "Dilbert."
  • E. Melia Kreiling
    Melia Kreiling is a Greek-British actress known for her roles in television series such as "Salvation" and appearances in films including "Guardians of the Galaxy."
  • 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_69e245b6a3ac81908087599eefe3e365 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18352bcf48190bd474eff69b3465b completed April 29, 2026, 4:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bd380d84c8190ad825e4ef92e6c93 completed May 19, 2026, 3:05 a.m.
NEDg Description generation batch_6a0bd780bf048190be000d6b01b7a69e completed May 19, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0bd80b76248190b3878e6f6992db25 completed May 19, 2026, 3:24 a.m.
Created at: April 17, 2026, 3:50 p.m.