Triple

T13003440
Position Surface form Disambiguated ID Type / Status
Subject Russell Hornsby E322225 entity
Predicate spouse P13 FINISHED
Object Denise Walker
Denise Walker is known as the wife of American actor Russell Hornsby, recognized for his roles in television series like "Grimm" and films such as "Fences."
E1047521 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: Denise Walker | Statement: [Russell Hornsby, spouse, Denise Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Denise Walker
Context triple: [Russell Hornsby, spouse, Denise Walker]
  • A. Denise Lewis
    Denise Lewis is a retired British heptathlete and Olympic gold medallist, widely regarded as one of Great Britain’s most successful track and field athletes.
  • B. Renee Walker
    Renee Walker is a fictional FBI agent and counterterrorism analyst from the television series "24," known for her intense dedication and morally complex decisions.
  • C. Ann Walker
    Ann Walker was a wealthy 19th-century English landowner best known as the partner and eventual wife of diarist Anne Lister, whose relationship is depicted in the TV series "Gentleman Jack."
  • D. Valerie Walker
    Valerie Walker is a former standout basketball player recognized for her contributions to the Cheyney State Lady Wolves program.
  • E. Denise Jackson
    Denise Jackson is an American author and the longtime wife of country music star Alan Jackson, known for her memoir about their marriage and faith.
  • 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: Denise Walker
Triple: [Russell Hornsby, spouse, Denise Walker]
Generated description
Denise Walker is known as the wife of American actor Russell Hornsby, recognized for his roles in television series like "Grimm" and films such as "Fences."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Denise Walker
Target entity description: Denise Walker is known as the wife of American actor Russell Hornsby, recognized for his roles in television series like "Grimm" and films such as "Fences."
  • A. Denise Lewis
    Denise Lewis is a retired British heptathlete and Olympic gold medallist, widely regarded as one of Great Britain’s most successful track and field athletes.
  • B. Renee Walker
    Renee Walker is a fictional FBI agent and counterterrorism analyst from the television series "24," known for her intense dedication and morally complex decisions.
  • C. Ann Walker
    Ann Walker was a wealthy 19th-century English landowner best known as the partner and eventual wife of diarist Anne Lister, whose relationship is depicted in the TV series "Gentleman Jack."
  • D. Valerie Walker
    Valerie Walker is a former standout basketball player recognized for her contributions to the Cheyney State Lady Wolves program.
  • E. Denise Jackson
    Denise Jackson is an American author and the longtime wife of country music star Alan Jackson, known for her memoir about their marriage and faith.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e9a2a448190968833354280e474 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d7cfe24819096e8f4cd496a6fd7 completed May 3, 2026, 2:36 p.m.
NEDg Description generation batch_69f7614fbe8c8190b4a32b129c64d6b0 completed May 3, 2026, 2:53 p.m.
NED2 Entity disambiguation (via description) batch_69f761a9e7448190835cfff6a1ad6405 completed May 3, 2026, 2:54 p.m.
Created at: April 9, 2026, 8:47 p.m.