Triple

T1928979
Position Surface form Disambiguated ID Type / Status
Subject Iowa Writers' Workshop E40896 entity
Predicate abbreviation P43 FINISHED
Object IWW
IWW is the commonly used abbreviation for the Iowa Writers' Workshop, a highly influential graduate-level creative writing program at the University of Iowa.
E215354 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: IWW | Statement: [Iowa Writers' Workshop, abbreviation, IWW]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IWW
Context triple: [Iowa Writers' Workshop, abbreviation, IWW]
  • A. Industrial Workers of the World
    The Industrial Workers of the World is a radical, international labor union founded in 1905 that advocates industrial unionism and direct action to unite all workers across trades and skill levels.
  • B. International Working People's Association
    The International Working People's Association was a late 19th-century revolutionary socialist and anarchist organization in the United States that advocated militant labor activism and played a key role in the movement surrounding the Haymarket affair.
  • C. Inter-Enterprise Strike Committee
    The Inter-Enterprise Strike Committee was the coordinating body that united striking workers from multiple enterprises in Poland, playing a key role in the emergence of the Solidarity movement in 1980.
  • D. Amalgamated Association of Iron and Steel Workers
    The Amalgamated Association of Iron and Steel Workers was a prominent late 19th- and early 20th-century American labor union representing skilled iron and steel workers, best known for its central role in major industrial labor conflicts such as the Homestead Strike.
  • E. International Ladies' Garment Workers' Union
    The International Ladies' Garment Workers' Union was a major American labor union that represented workers in the women's clothing industry and became known for its role in improving labor conditions and advocating for social justice in the 20th century.
  • 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: IWW
Triple: [Iowa Writers' Workshop, abbreviation, IWW]
Generated description
IWW is the commonly used abbreviation for the Iowa Writers' Workshop, a highly influential graduate-level creative writing program at the University of Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IWW
Target entity description: IWW is the commonly used abbreviation for the Iowa Writers' Workshop, a highly influential graduate-level creative writing program at the University of Iowa.
  • A. Industrial Workers of the World
    The Industrial Workers of the World is a radical, international labor union founded in 1905 that advocates industrial unionism and direct action to unite all workers across trades and skill levels.
  • B. International Working People's Association
    The International Working People's Association was a late 19th-century revolutionary socialist and anarchist organization in the United States that advocated militant labor activism and played a key role in the movement surrounding the Haymarket affair.
  • C. Inter-Enterprise Strike Committee
    The Inter-Enterprise Strike Committee was the coordinating body that united striking workers from multiple enterprises in Poland, playing a key role in the emergence of the Solidarity movement in 1980.
  • D. Amalgamated Association of Iron and Steel Workers
    The Amalgamated Association of Iron and Steel Workers was a prominent late 19th- and early 20th-century American labor union representing skilled iron and steel workers, best known for its central role in major industrial labor conflicts such as the Homestead Strike.
  • E. International Ladies' Garment Workers' Union
    The International Ladies' Garment Workers' Union was a major American labor union that represented workers in the women's clothing industry and became known for its role in improving labor conditions and advocating for social justice in the 20th century.
  • 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_69a8864711648190b07bed24ed76258e completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb26593308190835863b760449d04 completed March 7, 2026, 5:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3ed31448190a2e5d088ab5886b8 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf48412b08190b6ad0f3abf42a081 completed March 8, 2026, 10:13 p.m.
NED2 Entity disambiguation (via description) batch_69adf4f7c908819089ccdc881af10da9 completed March 8, 2026, 10:15 p.m.
Created at: March 4, 2026, 7:35 p.m.