Triple

T10956467
Position Surface form Disambiguated ID Type / Status
Subject That's Why I'm Here E258857 entity
Predicate hasGuestMusician P63464 FINISHED
Object Kate Markowitz
Kate Markowitz is an American singer and backing vocalist best known for her longtime collaborations with James Taylor and other prominent artists.
E894581 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: Kate Markowitz | Statement: [That's Why I'm Here, hasGuestMusician, Kate Markowitz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kate Markowitz
Context triple: [That's Why I'm Here, hasGuestMusician, Kate Markowitz]
  • A. Elizabeth Keen
    Elizabeth Keen is a central FBI profiler and later fugitive in the crime thriller TV series "The Blacklist," known for her complex relationship with criminal mastermind Raymond "Red" Reddington and her mysterious past.
  • B. Court Gentry
    Court Gentry is a highly skilled, enigmatic former CIA operative turned freelance assassin who stars as the titular covert agent in Mark Greaney’s Gray Man thriller series.
  • C. Bonnie Lisbon
    Bonnie Lisbon is one of the troubled Lisbon sisters whose inner life and tragic fate are central to the haunting coming-of-age story in "The Virgin Suicides."
  • D. Dani Dennison
    Dani Dennison is a brave and spirited young girl in the film "Hocus Pocus" who helps her brother battle resurrected witches on Halloween night.
  • E. Debra Ressler
    Debra Ressler is an American philanthropist and producer, known for her marriage to billionaire investor Leon Black and her involvement in various charitable and cultural initiatives.
  • 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: Kate Markowitz
Triple: [That's Why I'm Here, hasGuestMusician, Kate Markowitz]
Generated description
Kate Markowitz is an American singer and backing vocalist best known for her longtime collaborations with James Taylor and other prominent artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kate Markowitz
Target entity description: Kate Markowitz is an American singer and backing vocalist best known for her longtime collaborations with James Taylor and other prominent artists.
  • A. Elizabeth Keen
    Elizabeth Keen is a central FBI profiler and later fugitive in the crime thriller TV series "The Blacklist," known for her complex relationship with criminal mastermind Raymond "Red" Reddington and her mysterious past.
  • B. Court Gentry
    Court Gentry is a highly skilled, enigmatic former CIA operative turned freelance assassin who stars as the titular covert agent in Mark Greaney’s Gray Man thriller series.
  • C. Bonnie Lisbon
    Bonnie Lisbon is one of the troubled Lisbon sisters whose inner life and tragic fate are central to the haunting coming-of-age story in "The Virgin Suicides."
  • D. Dani Dennison
    Dani Dennison is a brave and spirited young girl in the film "Hocus Pocus" who helps her brother battle resurrected witches on Halloween night.
  • E. Debra Ressler
    Debra Ressler is an American philanthropist and producer, known for her marriage to billionaire investor Leon Black and her involvement in various charitable and cultural initiatives.
  • 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_69d6aa88500c819097d7032ca578e74f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7710088e8819099e3272e26566c44 completed April 9, 2026, 9:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69e23c72196c8190b2336a130b64ab8e completed April 17, 2026, 1:58 p.m.
NEDg Description generation batch_69e2454473f48190bfd44d0d0f48bc60 completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e245f3c9988190a74ddd330621f7e1 completed April 17, 2026, 2:38 p.m.
Created at: April 8, 2026, 9:23 p.m.