Triple

T2215061
Position Surface form Disambiguated ID Type / Status
Subject Nomadland E48011 entity
Predicate characterNameOfLead P12208 FINISHED
Object Fern
Fern is the middle-aged, van-dwelling woman at the heart of the film "Nomadland," whose journey through the American West explores themes of loss, resilience, and modern nomadic life.
E243963 NE FINISHED

How this triple was built (5 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: Fern | Statement: [Nomadland, characterNameOfLead, Fern]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fern
Context triple: [Nomadland, characterNameOfLead, Fern]
  • A. Fiona
    Fiona is an American singer-songwriter and pianist known for her emotionally intense, critically acclaimed alternative music.
  • B. Fay
    Fay is a given name most famously associated with Canadian-American actress Fay Wray, the iconic star of the 1933 film "King Kong."
  • C. Dora Riparia
    Dora Riparia is a river in northwestern Italy that flows through the city of Turin before joining the Po River.
  • D. Sylvie
    Sylvie is a feminine given name, often used as a French variant of Sylvia, associated with meanings related to the forest or woods.
  • E. Wilella
    Wilella is the full given name of American novelist Willa Cather, renowned for her works depicting frontier life on the Great Plains.
  • 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: Fern
Triple: [Nomadland, characterNameOfLead, Fern]
Generated description
Fern is the middle-aged, van-dwelling woman at the heart of the film "Nomadland," whose journey through the American West explores themes of loss, resilience, and modern nomadic life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fern
Target entity description: Fern is the middle-aged, van-dwelling woman at the heart of the film "Nomadland," whose journey through the American West explores themes of loss, resilience, and modern nomadic life.
  • A. Fiona
    Fiona is an American singer-songwriter and pianist known for her emotionally intense, critically acclaimed alternative music.
  • B. Fay
    Fay is a given name most famously associated with Canadian-American actress Fay Wray, the iconic star of the 1933 film "King Kong."
  • C. Dora Riparia
    Dora Riparia is a river in northwestern Italy that flows through the city of Turin before joining the Po River.
  • D. Sylvie
    Sylvie is a feminine given name, often used as a French variant of Sylvia, associated with meanings related to the forest or woods.
  • E. Wilella
    Wilella is the full given name of American novelist Willa Cather, renowned for her works depicting frontier life on the Great Plains.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: characterNameOfLead
Context triple: [Nomadland, characterNameOfLead, Fern]
  • A. protagonistTitle
    Indicates that one entity is the title or designation held by the main or central character (protagonist) of a work or narrative.
  • B. characterIn chosen
    Indicates that an entity appears as a character within a specified work, story, or narrative.
  • C. protagonistFullName
    Indicates that the subject entity is the full, proper name (including given and family names) of the story’s main protagonist.
  • D. titleCharacterNamedAfter
    Indicates that a work’s title character is named after, or shares their name with, another specific entity.
  • E. titleCharacterString
    Indicates that one entity is the textual string representing the title associated with another entity.
  • F. None of above.

Provenance (6 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_69a88aa1ee708190862c8c378c41e9eb completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbff11574819091d1b50d637ae767 completed March 7, 2026, 6:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6554f3308190a180cac3ad7e2ce4 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae65d419048190ad723d21ab7f1cab completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae666e71908190b50be2cac5bdfa28 completed March 9, 2026, 6:19 a.m.
PD Predicate disambiguation batch_69abbdaa26d48190860c33fd464c4845 completed March 7, 2026, 5:54 a.m.
Created at: March 4, 2026, 7:46 p.m.