Triple

T5823454
Position Surface form Disambiguated ID Type / Status
Subject Barbara Boxer E129163 entity
Predicate notableWork P4 FINISHED
Object The Art of Tough (book)
The Art of Tough is a political memoir by former U.S. Senator Barbara Boxer that reflects on her career, advocacy, and philosophy of principled persistence in public life.
E548433 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: The Art of Tough (book) | Statement: [Barbara Boxer, notableWork, The Art of Tough (book)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Art of Tough (book)
Context triple: [Barbara Boxer, notableWork, The Art of Tough (book)]
  • A. A Tough Mind and a Tender Heart
    "A Tough Mind and a Tender Heart" is a widely cited sermon-essay by Martin Luther King Jr. that urges readers to combine critical, disciplined thinking with deep compassion in the struggle for justice.
  • B. Too Tough to Die
    Too Tough to Die is a 1984 studio album by the Ramones that marked a return to their harder, faster punk roots and is often regarded as one of their strongest later-career releases.
  • C. Tougher Than the Rest
    "Tougher Than the Rest" is a Bruce Springsteen song, known as a gritty, mid-tempo ballad of resilience and devotion from his 1987 album "Tunnel of Love."
  • D. “Got to Be Tough”
    “Got to Be Tough” is a 2020 reggae album by Toots and the Maytals, known as one of the band’s final and politically charged releases.
  • E. Der Schwierige
    Der Schwierige is a 1921 comedy of manners by Austrian writer Hugo von Hofmannsthal that satirically portrays the social awkwardness and moral scruples of an aristocrat in post–World War I Viennese high society.
  • 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: The Art of Tough (book)
Triple: [Barbara Boxer, notableWork, The Art of Tough (book)]
Generated description
The Art of Tough is a political memoir by former U.S. Senator Barbara Boxer that reflects on her career, advocacy, and philosophy of principled persistence in public life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Art of Tough (book)
Target entity description: The Art of Tough is a political memoir by former U.S. Senator Barbara Boxer that reflects on her career, advocacy, and philosophy of principled persistence in public life.
  • A. A Tough Mind and a Tender Heart
    "A Tough Mind and a Tender Heart" is a widely cited sermon-essay by Martin Luther King Jr. that urges readers to combine critical, disciplined thinking with deep compassion in the struggle for justice.
  • B. Too Tough to Die
    Too Tough to Die is a 1984 studio album by the Ramones that marked a return to their harder, faster punk roots and is often regarded as one of their strongest later-career releases.
  • C. Tougher Than the Rest
    "Tougher Than the Rest" is a Bruce Springsteen song, known as a gritty, mid-tempo ballad of resilience and devotion from his 1987 album "Tunnel of Love."
  • D. “Got to Be Tough”
    “Got to Be Tough” is a 2020 reggae album by Toots and the Maytals, known as one of the band’s final and politically charged releases.
  • E. Der Schwierige
    Der Schwierige is a 1921 comedy of manners by Austrian writer Hugo von Hofmannsthal that satirically portrays the social awkwardness and moral scruples of an aristocrat in post–World War I Viennese high society.
  • 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_69c0084869e881908d7859492183ca7b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03418d410819092b6f5f6db45ed39 completed March 22, 2026, 6:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0985ab01c8190ac03cb95427c688d completed March 23, 2026, 1:33 a.m.
NEDg Description generation batch_69c0993ebad08190a5470e0e345b6211 completed March 23, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69c09a13a19c8190a04807755d16fb95 completed March 23, 2026, 1:40 a.m.
Created at: March 22, 2026, 3:53 p.m.