Triple

T12105336
Position Surface form Disambiguated ID Type / Status
Subject Working E288287 entity
Predicate basedOn P98 FINISHED
Object Working: People Talk About What They Do All Day and How They Feel About What They Do
"Working: People Talk About What They Do All Day and How They Feel About What They Do" is Studs Terkel’s landmark oral history book that compiles interviews with a wide range of Americans reflecting on their jobs, identities, and experiences in the world of work.
E966753 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: Working: People Talk About What They Do All Day and How They Feel About What They Do | Statement: [Working, basedOn, Working: People Talk About What They Do All Day and How They Feel About What They Do]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Working: People Talk About What They Do All Day and How They Feel About What They Do
Context triple: [Working, basedOn, Working: People Talk About What They Do All Day and How They Feel About What They Do]
  • A. Work: A Story of Experience
    "Work: A Story of Experience" is a semi-autobiographical novel by Louisa May Alcott that follows a young woman’s struggles for independence and meaningful employment in 19th-century America.
  • B. The Way We’re Working Isn’t Working
    The Way We’re Working Isn’t Working is a business and self-help book by Tony Schwartz that argues for managing energy rather than time to improve performance, health, and satisfaction at work.
  • C. My Share of the Task
    "My Share of the Task" is a memoir by retired U.S. Army General Stanley A. McChrystal that recounts his military career and reflections on leadership, counterinsurgency, and modern warfare.
  • D. The Work: Searching for a Life That Matters
    "The Work: Searching for a Life That Matters" is a reflective nonfiction book by Wes Moore that explores purpose, service, and leadership through his own life experiences and those of people he has encountered.
  • E. On Human Work
    On Human Work is the English title of Pope John Paul II’s 1981 encyclical Laborem Exercens, which reflects on the dignity of human labor in light of Catholic social teaching.
  • 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: Working: People Talk About What They Do All Day and How They Feel About What They Do
Triple: [Working, basedOn, Working: People Talk About What They Do All Day and How They Feel About What They Do]
Generated description
"Working: People Talk About What They Do All Day and How They Feel About What They Do" is Studs Terkel’s landmark oral history book that compiles interviews with a wide range of Americans reflecting on their jobs, identities, and experiences in the world of work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Working: People Talk About What They Do All Day and How They Feel About What They Do
Target entity description: "Working: People Talk About What They Do All Day and How They Feel About What They Do" is Studs Terkel’s landmark oral history book that compiles interviews with a wide range of Americans reflecting on their jobs, identities, and experiences in the world of work.
  • A. Work: A Story of Experience
    "Work: A Story of Experience" is a semi-autobiographical novel by Louisa May Alcott that follows a young woman’s struggles for independence and meaningful employment in 19th-century America.
  • B. The Way We’re Working Isn’t Working
    The Way We’re Working Isn’t Working is a business and self-help book by Tony Schwartz that argues for managing energy rather than time to improve performance, health, and satisfaction at work.
  • C. My Share of the Task
    "My Share of the Task" is a memoir by retired U.S. Army General Stanley A. McChrystal that recounts his military career and reflections on leadership, counterinsurgency, and modern warfare.
  • D. The Work: Searching for a Life That Matters
    "The Work: Searching for a Life That Matters" is a reflective nonfiction book by Wes Moore that explores purpose, service, and leadership through his own life experiences and those of people he has encountered.
  • E. On Human Work
    On Human Work is the English title of Pope John Paul II’s 1981 encyclical Laborem Exercens, which reflects on the dignity of human labor in light of Catholic social teaching.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d91561eaec819096ba00682d81f41a completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6795bf88190891acf918a432bef completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f60263bc6c8190b867b4af20305e57 completed May 2, 2026, 1:55 p.m.
NED2 Entity disambiguation (via description) batch_69f6033935c08190980bd69395c250e4 completed May 2, 2026, 1:59 p.m.
Created at: April 8, 2026, 9:48 p.m.