Triple

T13933952
Position Surface form Disambiguated ID Type / Status
Subject Betty Smith E335062 entity
Predicate notableWork P4 FINISHED
Object Tomorrow Will Be Better
"Tomorrow Will Be Better" is a mid-20th-century novel by American author Betty Smith that explores the struggles and aspirations of a working-class Brooklyn girl seeking a better life.
E1070325 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: Tomorrow Will Be Better | Statement: [Betty Smith, notableWork, Tomorrow Will Be Better]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tomorrow Will Be Better
Context triple: [Betty Smith, notableWork, Tomorrow Will Be Better]
  • A. 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.
  • B. Tomorrow Comes
    "Tomorrow Comes" is a song featured on Suzanne Vega's 1991 album "Picture Perfect Morning."
  • C. There's Always Tomorrow
    "There's Always Tomorrow" is a novel by British author Elizabeth Young, known for its witty, contemporary romantic storytelling.
  • D. 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.
  • E. Each Day Gets Better
    "Each Day Gets Better" is a song featured on John Legend's album "Once Again."
  • 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: Tomorrow Will Be Better
Triple: [Betty Smith, notableWork, Tomorrow Will Be Better]
Generated description
"Tomorrow Will Be Better" is a mid-20th-century novel by American author Betty Smith that explores the struggles and aspirations of a working-class Brooklyn girl seeking a better life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tomorrow Will Be Better
Target entity description: "Tomorrow Will Be Better" is a mid-20th-century novel by American author Betty Smith that explores the struggles and aspirations of a working-class Brooklyn girl seeking a better life.
  • A. 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.
  • B. Tomorrow Comes
    "Tomorrow Comes" is a song featured on Suzanne Vega's 1991 album "Picture Perfect Morning."
  • C. There's Always Tomorrow
    "There's Always Tomorrow" is a novel by British author Elizabeth Young, known for its witty, contemporary romantic storytelling.
  • D. 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.
  • E. Each Day Gets Better
    "Each Day Gets Better" is a song featured on John Legend's album "Once Again."
  • 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_69d81c5f739081908bc05b2461f54828 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2cf28df081908d897d7b9ec7939d completed April 14, 2026, 12:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce865ab4819088221189344b3801 completed May 3, 2026, 10:39 p.m.
NEDg Description generation batch_69f9fd5d4abc8190aa10d9f1c9f7f9c9 completed May 5, 2026, 2:23 p.m.
NED2 Entity disambiguation (via description) batch_69fb14bfa2c081908381bb74f040c6c8 completed May 6, 2026, 10:15 a.m.
Created at: April 9, 2026, 10:17 p.m.