Triple

T5203577
Position Surface form Disambiguated ID Type / Status
Subject Last Chance Harvey E117452 entity
Predicate mainCharacter P1183 FINISHED
Object Kate Walker
Kate Walker is the reserved, independent London woman who becomes the unexpected romantic interest of the title character in the film "Last Chance Harvey."
 E511195 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 Walker | Statement: [Last Chance Harvey, mainCharacter, Kate Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kate Walker
Context triple: [Last Chance Harvey, mainCharacter, Kate Walker]
  • A. Rachel Walker
    Rachel Walker was the second wife of American patriot Paul Revere, with whom she had a large family in colonial Boston.
  • 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. Kathryn Walker
    Kathryn Walker is an American actress known for her work in film, television, and theater, as well as for her former marriage to singer-songwriter James Taylor.
  • D. Marion Brown
    Marion Brown was an American jazz alto saxophonist and composer associated with the avant-garde and free jazz movements of the 1960s and beyond.
  • E. Elizabeth Walker
    Elizabeth Walker was the wife of Mayflower passenger and Plymouth Colony settler Richard Warren, known for joining him later in New England with their daughters and contributing to one of the colony’s prominent founding families.
  • 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 Walker
Triple: [Last Chance Harvey, mainCharacter, Kate Walker]
Generated description
Kate Walker is the reserved, independent London woman who becomes the unexpected romantic interest of the title character in the film "Last Chance Harvey."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kate Walker
Target entity description: Kate Walker is the reserved, independent London woman who becomes the unexpected romantic interest of the title character in the film "Last Chance Harvey."
  • A. Rachel Walker
    Rachel Walker was the second wife of American patriot Paul Revere, with whom she had a large family in colonial Boston.
  • 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. Kathryn Walker
    Kathryn Walker is an American actress known for her work in film, television, and theater, as well as for her former marriage to singer-songwriter James Taylor.
  • D. Marion Brown
    Marion Brown was an American jazz alto saxophonist and composer associated with the avant-garde and free jazz movements of the 1960s and beyond.
  • E. Elizabeth Walker
    Elizabeth Walker was the wife of Mayflower passenger and Plymouth Colony settler Richard Warren, known for joining him later in New England with their daughters and contributing to one of the colony’s prominent founding families.
  • 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_69bd4463dd3c81909966123f20b79d57 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a46393c81908da08f4fbfb6147d completed March 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf186fe9308190ba81af4931e97b42 completed March 21, 2026, 10:15 p.m.
NEDg Description generation batch_69bf18f90d9081908a47e69e82ed2940 completed March 21, 2026, 10:17 p.m.
NED2 Entity disambiguation (via description) batch_69bf195e7be88190a7655d18471b1662 completed March 21, 2026, 10:19 p.m.
Created at: March 20, 2026, 1:47 p.m.