Triple

T15871776
Position Surface form Disambiguated ID Type / Status
Subject Robert H. Schuller E384845 entity
Predicate notableWork P4 FINISHED
Object Tough Times Never Last, But Tough People Do!
"Tough Times Never Last, But Tough People Do!" is a popular self-help book by pastor and motivational speaker Robert H. Schuller that offers faith-based strategies for overcoming adversity and building resilience.
E1181317 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: Tough Times Never Last, But Tough People Do! | Statement: [Robert H. Schuller, notableWork, Tough Times Never Last, But Tough People Do!]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tough Times Never Last, But Tough People Do!
Context triple: [Robert H. Schuller, notableWork, Tough Times Never Last, But Tough People Do!]
  • A. “Time Tough”
    “Time Tough” is a classic reggae song by Toots and the Maytals that reflects economic hardship and resilience, and is regarded as one of their signature tracks.
  • B. “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.
  • C. Harsh Times
    Harsh Times is a 2005 crime drama film written and directed by David Ayer that follows an unstable Iraq War veteran drawn into violent street crime in South Central Los Angeles.
  • D. 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."
  • E. Things Are Tough All Over
    Things Are Tough All Over is a 1982 stoner comedy film starring the duo Cheech Marin and Tommy Chong, following their misadventures as struggling musicians and limo drivers entangled in a money-smuggling scheme.
  • 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: Tough Times Never Last, But Tough People Do!
Triple: [Robert H. Schuller, notableWork, Tough Times Never Last, But Tough People Do!]
Generated description
"Tough Times Never Last, But Tough People Do!" is a popular self-help book by pastor and motivational speaker Robert H. Schuller that offers faith-based strategies for overcoming adversity and building resilience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tough Times Never Last, But Tough People Do!
Target entity description: "Tough Times Never Last, But Tough People Do!" is a popular self-help book by pastor and motivational speaker Robert H. Schuller that offers faith-based strategies for overcoming adversity and building resilience.
  • A. “Time Tough”
    “Time Tough” is a classic reggae song by Toots and the Maytals that reflects economic hardship and resilience, and is regarded as one of their signature tracks.
  • B. “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.
  • C. Harsh Times
    Harsh Times is a 2005 crime drama film written and directed by David Ayer that follows an unstable Iraq War veteran drawn into violent street crime in South Central Los Angeles.
  • D. 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."
  • E. Things Are Tough All Over
    Things Are Tough All Over is a 1982 stoner comedy film starring the duo Cheech Marin and Tommy Chong, following their misadventures as struggling musicians and limo drivers entangled in a money-smuggling scheme.
  • 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_69d86da4e86481909f1325fdc971b5ec completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e155fa1aac81908e4b86abedf295ca completed April 16, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa94ca15c8190bdd5fe0a30b54b51 completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffaa3903408190b7beaa6b461bd2bd completed May 9, 2026, 9:42 p.m.
NED2 Entity disambiguation (via description) batch_69ffab0c79d4819085f0ed6a4edcb7fb completed May 9, 2026, 9:45 p.m.
Created at: April 10, 2026, 4:50 a.m.