Triple

T7362380
Position Surface form Disambiguated ID Type / Status
Subject Leah Walker (Empire) E169781 entity
Predicate spouseOrPartner P13 FINISHED
Object Joe Walker (Empire)
Joe Walker is a character from the television series "Empire," known primarily as the husband of Leah Walker.
E658076 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: Joe Walker (Empire) | Statement: [Leah Walker (Empire), spouseOrPartner, Joe Walker (Empire)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joe Walker (Empire)
Context triple: [Leah Walker (Empire), spouseOrPartner, Joe Walker (Empire)]
  • A. Dominic Walker
    Dominic Walker is a Welsh Anglican bishop known for his leadership in the Church in Wales and his tenure as Bishop of Monmouth.
  • B. Michael Peoples
    Michael Peoples is a screenwriter best known for his work on the science fiction film "Enemy Mine."
  • C. Kirby Howell-Baptiste
    Kirby Howell-Baptiste is a British actress known for her roles in television series such as "The Good Place," "Killing Eve," and "Veronica Mars," as well as in films like "Cruella."
  • D. Kris Marshall
    Kris Marshall is a British actor best known for his comedic and romantic roles in film and television, including prominent parts in Love Actually and the sitcom My Family.
  • E. Alex Hibbert
    Alex Hibbert is an American actor best known for his acclaimed performance as young Chiron in the Oscar-winning film "Moonlight."
  • 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: Joe Walker (Empire)
Triple: [Leah Walker (Empire), spouseOrPartner, Joe Walker (Empire)]
Generated description
Joe Walker is a character from the television series "Empire," known primarily as the husband of Leah Walker.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joe Walker (Empire)
Target entity description: Joe Walker is a character from the television series "Empire," known primarily as the husband of Leah Walker.
  • A. Dominic Walker
    Dominic Walker is a Welsh Anglican bishop known for his leadership in the Church in Wales and his tenure as Bishop of Monmouth.
  • B. Michael Peoples
    Michael Peoples is a screenwriter best known for his work on the science fiction film "Enemy Mine."
  • C. Kirby Howell-Baptiste
    Kirby Howell-Baptiste is a British actress known for her roles in television series such as "The Good Place," "Killing Eve," and "Veronica Mars," as well as in films like "Cruella."
  • D. Kris Marshall
    Kris Marshall is a British actor best known for his comedic and romantic roles in film and television, including prominent parts in Love Actually and the sitcom My Family.
  • E. Alex Hibbert
    Alex Hibbert is an American actor best known for his acclaimed performance as young Chiron in the Oscar-winning film "Moonlight."
  • 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_69c68a5ade988190885b7175f63b7534 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f15f218081909b5cc7a8cc695055 completed March 27, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fab3a9d88190b9193dd0729eba5a completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fbe2a86881909be54dac809aa9af completed March 28, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_69c7fc84fff48190b4b43da21a9ede51 completed March 28, 2026, 4:06 p.m.
Created at: March 27, 2026, 3:06 p.m.