Triple

T11031487
Position Surface form Disambiguated ID Type / Status
Subject Howard Jones E260767 entity
Predicate notableWork P4 FINISHED
Object Things Can Only Get Better
"Things Can Only Get Better" is a 1985 synth-pop song by British musician Howard Jones, known for its upbeat message and catchy, optimistic chorus.
E901565 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: Things Can Only Get Better | Statement: [Howard Jones, notableWork, Things Can Only Get Better]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Things Can Only Get Better
Context triple: [Howard Jones, notableWork, Things Can Only Get Better]
  • A. It Only Gets Better
    "It Only Gets Better" is a track by rapper Talib Kweli featured on his studio album "Prisoner of Conscious."
  • B. Keeps Gettin' Better
    "Keeps Gettin' Better" is a 2008 electropop single by Christina Aguilera that marked a stylistic shift toward a more futuristic, electronic sound in her music.
  • C. Each Day Gets Better
    "Each Day Gets Better" is a song featured on John Legend's album "Once Again."
  • D. Soon You’ll Get Better
    "Soon You’ll Get Better" is a deeply emotional ballad by Taylor Swift featuring the Chicks, reflecting on her mother's battle with cancer and themes of fear, hope, and vulnerability.
  • E. I Can Do Better Than That
    "I Can Do Better Than That" is a character-driven solo number from Jason Robert Brown’s musical *The Last Five Years*, in which Cathy reflects on past relationships and her hopes for a better future.
  • 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: Things Can Only Get Better
Triple: [Howard Jones, notableWork, Things Can Only Get Better]
Generated description
"Things Can Only Get Better" is a 1985 synth-pop song by British musician Howard Jones, known for its upbeat message and catchy, optimistic chorus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Things Can Only Get Better
Target entity description: "Things Can Only Get Better" is a 1985 synth-pop song by British musician Howard Jones, known for its upbeat message and catchy, optimistic chorus.
  • A. It Only Gets Better
    "It Only Gets Better" is a track by rapper Talib Kweli featured on his studio album "Prisoner of Conscious."
  • B. Keeps Gettin' Better
    "Keeps Gettin' Better" is a 2008 electropop single by Christina Aguilera that marked a stylistic shift toward a more futuristic, electronic sound in her music.
  • C. Each Day Gets Better
    "Each Day Gets Better" is a song featured on John Legend's album "Once Again."
  • D. Soon You’ll Get Better
    "Soon You’ll Get Better" is a deeply emotional ballad by Taylor Swift featuring the Chicks, reflecting on her mother's battle with cancer and themes of fear, hope, and vulnerability.
  • E. I Can Do Better Than That
    "I Can Do Better Than That" is a character-driven solo number from Jason Robert Brown’s musical *The Last Five Years*, in which Cathy reflects on past relationships and her hopes for a better future.
  • 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_69d6aa979bdc8190bf0e79104cc098c1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797e58aec8190bb8ffdc71c0614d2 completed April 9, 2026, 12:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3a9a6db688190a740b787448d97b2 completed April 18, 2026, 3:56 p.m.
NEDg Description generation batch_69e3b1dfea348190a61eb19266801ad0 completed April 18, 2026, 4:31 p.m.
NED2 Entity disambiguation (via description) batch_69e3b2c65fa081908038cc2f71e49073 completed April 18, 2026, 4:35 p.m.
Created at: April 8, 2026, 9:25 p.m.