Triple

T16215566
Position Surface form Disambiguated ID Type / Status
Subject Eugenia "Skeeter" Phelan E393583 entity
Predicate romanticInterest P7325 FINISHED
Object Stuart Whitworth
Stuart Whitworth is a character in Kathryn Stockett's novel "The Help," known as a politically connected Southern gentleman who becomes Skeeter Phelan’s conflicted love interest.
 E1200279 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: Stuart Whitworth | Statement: [Eugenia "Skeeter" Phelan, romanticInterest, Stuart Whitworth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stuart Whitworth
Context triple: [Eugenia "Skeeter" Phelan, romanticInterest, Stuart Whitworth]
  • A. Stuart White
    Stuart White is a music producer and engineer known for his work on high-profile pop and R&B projects, including Beyoncé’s album "Renaissance."
  • B. John Whitfield
    John Whitfield was the father of Louise Whitfield Carnegie, who became the wife of industrialist and philanthropist Andrew Carnegie.
  • C. John Wharton
    John Wharton is a fictional character known by the nickname "Breacher," typically portrayed as a tough, combat-hardened military or special-operations figure.
  • D. Robert Whitworth
    Robert Whitworth was an 18th-century British civil engineer known for his work on major canal projects during the early development of the UK’s inland waterway network.
  • E. Paul Whittington
    Paul Whittington is a British television director known for his work on high-profile drama series and true-crime adaptations.
  • 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: Stuart Whitworth
Triple: [Eugenia "Skeeter" Phelan, romanticInterest, Stuart Whitworth]
Generated description
Stuart Whitworth is a character in Kathryn Stockett's novel "The Help," known as a politically connected Southern gentleman who becomes Skeeter Phelan’s conflicted love interest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stuart Whitworth
Target entity description: Stuart Whitworth is a character in Kathryn Stockett's novel "The Help," known as a politically connected Southern gentleman who becomes Skeeter Phelan’s conflicted love interest.
  • A. Stuart White
    Stuart White is a music producer and engineer known for his work on high-profile pop and R&B projects, including Beyoncé’s album "Renaissance."
  • B. John Whitfield
    John Whitfield was the father of Louise Whitfield Carnegie, who became the wife of industrialist and philanthropist Andrew Carnegie.
  • C. John Wharton
    John Wharton is a fictional character known by the nickname "Breacher," typically portrayed as a tough, combat-hardened military or special-operations figure.
  • D. Robert Whitworth
    Robert Whitworth was an 18th-century British civil engineer known for his work on major canal projects during the early development of the UK’s inland waterway network.
  • E. Paul Whittington
    Paul Whittington is a British television director known for his work on high-profile drama series and true-crime adaptations.
  • 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_69d87f1f5bd08190bd01cac0d5b9d2ef completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e227f4685c8190aa1e9304e4a62d13 completed April 17, 2026, 12:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000794e6c881909c4521e4dd031971 completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a00084d8e308190bd90811392586753 completed May 10, 2026, 4:23 a.m.
NED2 Entity disambiguation (via description) batch_6a0008c7430c81908b9620369c609ad8 completed May 10, 2026, 4:25 a.m.
Created at: April 10, 2026, 5:03 a.m.