Triple

T14080155
Position Surface form Disambiguated ID Type / Status
Subject Aibileen Clark E338843 entity
Predicate employer P7 FINISHED
Object Elizabeth Leefolt
Elizabeth Leefolt is a white housewife in 1960s Jackson, Mississippi, known from Kathryn Stockett’s novel "The Help" as the neglectful mother who employs the Black maid Aibileen Clark.
 E1201152 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: Elizabeth Leefolt | Statement: [Aibileen Clark, employer, Elizabeth Leefolt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Leefolt
Context triple: [Aibileen Clark, employer, Elizabeth Leefolt]
  • A. Jane Loring
    Jane Loring was a film editor known for her work in early 20th-century American cinema.
  • B. Annmarie Fulton
    Annmarie Fulton is an actress best known for her role in the film "Sweet Sixteen."
  • C. Elizabeth Flanagan
    Elizabeth Flanagan was the wife of C. Everett Koop, the prominent U.S. Surgeon General known for his influential public health advocacy.
  • D. Laura Bickford
    Laura Bickford is an American film producer best known for her work on acclaimed independent and studio films, including the Oscar-winning drama "Traffic."
  • E. Deborah Van Valkenburgh
    Deborah Van Valkenburgh is an American actress best known for her roles in the cult film "The Warriors" and the 1980s sitcom "Too Close for Comfort."
  • 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: Elizabeth Leefolt
Triple: [Aibileen Clark, employer, Elizabeth Leefolt]
Generated description
Elizabeth Leefolt is a white housewife in 1960s Jackson, Mississippi, known from Kathryn Stockett’s novel "The Help" as the neglectful mother who employs the Black maid Aibileen Clark.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Leefolt
Target entity description: Elizabeth Leefolt is a white housewife in 1960s Jackson, Mississippi, known from Kathryn Stockett’s novel "The Help" as the neglectful mother who employs the Black maid Aibileen Clark.
  • A. Jane Loring
    Jane Loring was a film editor known for her work in early 20th-century American cinema.
  • B. Annmarie Fulton
    Annmarie Fulton is an actress best known for her role in the film "Sweet Sixteen."
  • C. Elizabeth Flanagan
    Elizabeth Flanagan was the wife of C. Everett Koop, the prominent U.S. Surgeon General known for his influential public health advocacy.
  • D. Laura Bickford
    Laura Bickford is an American film producer best known for her work on acclaimed independent and studio films, including the Oscar-winning drama "Traffic."
  • E. Deborah Van Valkenburgh
    Deborah Van Valkenburgh is an American actress best known for her roles in the cult film "The Warriors" and the 1980s sitcom "Too Close for Comfort."
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5f759c81909bfd60ab35b0937b completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00077201c08190a0c3bb259856d5c9 completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a000a52300c8190a7f6a8b6fa4bdf1e completed May 10, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_6a000acaae64819086cc10469f52c0b4 completed May 10, 2026, 4:34 a.m.
Created at: April 9, 2026, 10:21 p.m.