Triple

T5314566
Position Surface form Disambiguated ID Type / Status
Subject William Beveridge E119114 entity
Predicate authorOf P4244 FINISHED
Object Voluntary Action
Voluntary Action is a seminal work by William Beveridge examining the role of voluntary organizations and citizen initiative in the welfare state and social reform.
E510416 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: Voluntary Action | Statement: [William Beveridge, authorOf, Voluntary Action]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Voluntary Action
Context triple: [William Beveridge, authorOf, Voluntary Action]
  • A. Volunteers
    "Volunteers" is a 1985 American comedy film starring Tom Hanks and Rita Wilson, set in the early 1960s and centered on a privileged slacker who joins the Peace Corps in Southeast Asia.
  • B. Volunteers
    The Volunteers are the athletic teams representing the University of Tennessee in NCAA Division I sports, particularly known for their passionate fan base and storied football and basketball programs.
  • C. Youth Action
    Youth Action is the youth wing of the National Alliance, engaging young members in the party’s political activities and advocacy.
  • D. Community Action Program
    The Community Action Program was a key War on Poverty initiative in the United States that funded local agencies to combat poverty through community-based services and citizen participation.
  • E. Direct Action
    Direct Action is an influential anarchist essay by Voltairine de Cleyre that defends the use of direct, non-parliamentary methods of social and political struggle.
  • 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: Voluntary Action
Triple: [William Beveridge, authorOf, Voluntary Action]
Generated description
Voluntary Action is a seminal work by William Beveridge examining the role of voluntary organizations and citizen initiative in the welfare state and social reform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Voluntary Action
Target entity description: Voluntary Action is a seminal work by William Beveridge examining the role of voluntary organizations and citizen initiative in the welfare state and social reform.
  • A. Volunteers
    "Volunteers" is a 1985 American comedy film starring Tom Hanks and Rita Wilson, set in the early 1960s and centered on a privileged slacker who joins the Peace Corps in Southeast Asia.
  • B. Volunteers
    The Volunteers are the athletic teams representing the University of Tennessee in NCAA Division I sports, particularly known for their passionate fan base and storied football and basketball programs.
  • C. Youth Action
    Youth Action is the youth wing of the National Alliance, engaging young members in the party’s political activities and advocacy.
  • D. Community Action Program
    The Community Action Program was a key War on Poverty initiative in the United States that funded local agencies to combat poverty through community-based services and citizen participation.
  • E. Direct Action
    Direct Action is an influential anarchist essay by Voltairine de Cleyre that defends the use of direct, non-parliamentary methods of social and political struggle.
  • 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_69bd446b57bc8190a513d2e6c40314f3 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd854d947081909e51b27e40940580 completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf110ad9688190aa74122adb8ee52d completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf11a601c481908a8cb6ea2c04d6df completed March 21, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_69bf127799208190a47580ed7b9ad550 completed March 21, 2026, 9:49 p.m.
Created at: March 20, 2026, 1:54 p.m.