Triple

T19952363
Position Surface form Disambiguated ID Type / Status
Subject Studs Terkel E479591 entity
Predicate notableWork P4 FINISHED
Object Hope Dies Last
Hope Dies Last is a nonfiction book by Studs Terkel that collects oral histories of ordinary Americans reflecting on activism, resilience, and the enduring struggle for social justice.
 E1403496 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: Hope Dies Last | Statement: [Studs Terkel, notableWork, Hope Dies Last]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hope Dies Last
Context triple: [Studs Terkel, notableWork, Hope Dies Last]
  • A. Waiting for Death
    "Waiting for Death" is a literary work that explores themes of mortality, existential anxiety, and the human confrontation with the inevitability of death.
  • B. Swan Song
    Swan Song is a 2021 science fiction drama film starring Mahershala Ali as a terminally ill man who considers cloning himself to spare his family grief.
  • C. Swan Song
    Swan Song is the English title commonly used for Franz Schubert’s posthumously published collection of late lieder known as "Schwanengesang."
  • D. Swan Song
    "Swan Song" is a segment or episode within the 1924 silent film anthology *A Modern Comedy*, likely serving as one of its narrative parts.
  • E. Swan Song
    Swan Song is the final novel in John Galsworthy’s Forsyte Saga, concluding the multigenerational story of the Forsyte family.
  • 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: Hope Dies Last
Triple: [Studs Terkel, notableWork, Hope Dies Last]
Generated description
Hope Dies Last is a nonfiction book by Studs Terkel that collects oral histories of ordinary Americans reflecting on activism, resilience, and the enduring struggle for social justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hope Dies Last
Target entity description: Hope Dies Last is a nonfiction book by Studs Terkel that collects oral histories of ordinary Americans reflecting on activism, resilience, and the enduring struggle for social justice.
  • A. Waiting for Death
    "Waiting for Death" is a literary work that explores themes of mortality, existential anxiety, and the human confrontation with the inevitability of death.
  • B. Swan Song
    Swan Song is a 2021 science fiction drama film starring Mahershala Ali as a terminally ill man who considers cloning himself to spare his family grief.
  • C. Swan Song
    "Swan Song" is a segment or episode within the 1924 silent film anthology *A Modern Comedy*, likely serving as one of its narrative parts.
  • D. Swan Song
    Swan Song is the English title commonly used for Franz Schubert’s posthumously published collection of late lieder known as "Schwanengesang."
  • E. Swan Song
    Swan Song is the final novel in John Galsworthy’s Forsyte Saga, concluding the multigenerational story of the Forsyte family.
  • 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_69d8e522a17c819095165d4d24939fd8 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65a6c87388190a1bada3117acaf7b completed April 20, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07f6f6b3b8819095610f80c7ab94d1 completed May 16, 2026, 4:47 a.m.
NEDg Description generation batch_6a07f79a4e5081908b92f3268f43fe5a completed May 16, 2026, 4:50 a.m.
NED2 Entity disambiguation (via description) batch_6a07f813ea288190825eebcc1bf705b3 completed May 16, 2026, 4:52 a.m.
Created at: April 10, 2026, 1:54 p.m.