Triple

T7072511
Position Surface form Disambiguated ID Type / Status
Subject Donnie Wahlberg E164732 entity
Predicate spouse P13 FINISHED
Object Kim Fey
Kim Fey is an American sound engineer best known for her long-term marriage to actor and New Kids on the Block member Donnie Wahlberg.
E639683 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: Kim Fey | Statement: [Donnie Wahlberg, spouse, Kim Fey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kim Fey
Context triple: [Donnie Wahlberg, spouse, Kim Fey]
  • A. Amy Archer
    Amy Archer is a fast-talking, sharp-witted investigative reporter in the film "The Hudsucker Proxy" who uncovers corporate corruption.
  • B. Fran Jeffries
    Fran Jeffries was an American singer, actress, and model best known for her sultry musical performances in films of the 1960s, including "The Pink Panther."
  • C. Lindy Robbins
    Lindy Robbins is an American songwriter known for crafting hit pop songs for major artists across the contemporary music industry.
  • D. Faye Emerson
    Faye Emerson was an American film and stage actress who became a popular early television personality in the 1940s and 1950s.
  • E. Cary Scott
    Cary Scott is the middle-aged widow and socialite protagonist of the 1955 melodrama "All That Heaven Allows," whose romance with a younger gardener challenges the rigid norms of her upper-class community.
  • 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: Kim Fey
Triple: [Donnie Wahlberg, spouse, Kim Fey]
Generated description
Kim Fey is an American sound engineer best known for her long-term marriage to actor and New Kids on the Block member Donnie Wahlberg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kim Fey
Target entity description: Kim Fey is an American sound engineer best known for her long-term marriage to actor and New Kids on the Block member Donnie Wahlberg.
  • A. Amy Archer
    Amy Archer is a fast-talking, sharp-witted investigative reporter in the film "The Hudsucker Proxy" who uncovers corporate corruption.
  • B. Fran Jeffries
    Fran Jeffries was an American singer, actress, and model best known for her sultry musical performances in films of the 1960s, including "The Pink Panther."
  • C. Lindy Robbins
    Lindy Robbins is an American songwriter known for crafting hit pop songs for major artists across the contemporary music industry.
  • D. Faye Emerson
    Faye Emerson was an American film and stage actress who became a popular early television personality in the 1940s and 1950s.
  • E. Cary Scott
    Cary Scott is the middle-aged widow and socialite protagonist of the 1955 melodrama "All That Heaven Allows," whose romance with a younger gardener challenges the rigid norms of her upper-class community.
  • 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_69c6887b96548190a8a9b3ac8adf4119 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4cb76548190bd98876f8ba925b7 completed March 27, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7945fdafc81909c265373627af4e8 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c7950271a48190b6e0c3f307ebdc5a completed March 28, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_69c7957439b8819081fb2721bbd8b65c completed March 28, 2026, 8:46 a.m.
Created at: March 27, 2026, 2:39 p.m.