Triple

T4559914
Position Surface form Disambiguated ID Type / Status
Subject American Woman E120566 entity
Predicate portrays P264 FINISHED
Object Lia McHugh as Jessica Nolan
Lia McHugh as Jessica Nolan is a character portrayed by actress Lia McHugh in the television series "American Woman," appearing as part of the show's ensemble cast in its 1970s-set dramedy about female independence.
E452278 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: Lia McHugh as Jessica Nolan | Statement: [American Woman, portrays, Lia McHugh as Jessica Nolan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lia McHugh as Jessica Nolan
Context triple: [American Woman, portrays, Lia McHugh as Jessica Nolan]
  • A. Lieutenant Marta Robbins – Jennifer Esposito
    Lieutenant Marta Robbins, portrayed by Jennifer Esposito in the 2004 action-comedy film "Taxi," is a tough, no-nonsense New York police lieutenant who often clashes with the film’s bumbling protagonist.
  • B. Beth Nolan
    Beth Nolan is an American lawyer and legal scholar who served as White House Counsel to President Bill Clinton.
  • C. Mary Elizabeth Winstead as Michelle
    Mary Elizabeth Winstead as Michelle is the resourceful and determined young woman who becomes the central protagonist trapped in an underground bunker in the psychological thriller film "10 Cloverfield Lane."
  • D. George Newbern as Bryan MacKenzie
    George Newbern as Bryan MacKenzie is the charming, slightly nervous groom-to-be who marries Annie Banks in the 1991 romantic comedy film "Father of the Bride."
  • E. Lola Kirke as Tracy Fishko
    Lola Kirke as Tracy Fishko is the earnest, aspiring writer and college freshman whose perspective anchors the coming-of-age comedy in Mistress America.
  • 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: Lia McHugh as Jessica Nolan
Triple: [American Woman, portrays, Lia McHugh as Jessica Nolan]
Generated description
Lia McHugh as Jessica Nolan is a character portrayed by actress Lia McHugh in the television series "American Woman," appearing as part of the show's ensemble cast in its 1970s-set dramedy about female independence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lia McHugh as Jessica Nolan
Target entity description: Lia McHugh as Jessica Nolan is a character portrayed by actress Lia McHugh in the television series "American Woman," appearing as part of the show's ensemble cast in its 1970s-set dramedy about female independence.
  • A. Lieutenant Marta Robbins – Jennifer Esposito
    Lieutenant Marta Robbins, portrayed by Jennifer Esposito in the 2004 action-comedy film "Taxi," is a tough, no-nonsense New York police lieutenant who often clashes with the film’s bumbling protagonist.
  • B. Beth Nolan
    Beth Nolan is an American lawyer and legal scholar who served as White House Counsel to President Bill Clinton.
  • C. Mary Elizabeth Winstead as Michelle
    Mary Elizabeth Winstead as Michelle is the resourceful and determined young woman who becomes the central protagonist trapped in an underground bunker in the psychological thriller film "10 Cloverfield Lane."
  • D. George Newbern as Bryan MacKenzie
    George Newbern as Bryan MacKenzie is the charming, slightly nervous groom-to-be who marries Annie Banks in the 1991 romantic comedy film "Father of the Bride."
  • E. Lola Kirke as Tracy Fishko
    Lola Kirke as Tracy Fishko is the earnest, aspiring writer and college freshman whose perspective anchors the coming-of-age comedy in Mistress America.
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd582b871c8190be0b70c76d639000 completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc593eaf881908a9043366230b391 completed March 20, 2026, 10:09 p.m.
NEDg Description generation batch_69bdc5f0b52c8190bbfa2a6a22d56725 completed March 20, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69bdc63b1e0881908f861f7c9c5ce3ac completed March 20, 2026, 10:12 p.m.
Created at: March 20, 2026, 1:09 p.m.