Triple

T1431169
Position Surface form Disambiguated ID Type / Status
Subject Audrey Hepburn E30448 entity
Predicate notableWork P4 FINISHED
Object Always
"Always" is a 1989 romantic fantasy film directed by Steven Spielberg, starring Richard Dreyfuss and Holly Hunter, and featuring Audrey Hepburn in one of her final screen roles.
 E120038 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: Always | Statement: [Audrey Hepburn, notableWork, Always]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Always
Context triple: [Audrey Hepburn, notableWork, Always]
  • A. Always
    "Always" is a 1989 romantic fantasy film directed by Steven Spielberg, starring Richard Dreyfuss as a deceased pilot who returns as a spirit to guide his former lover and a young aviator.
  • B. Constant
    Constant is a character in John Vanbrugh’s Restoration comedy "The Provoked Wife," serving as one of the play’s central figures in its exploration of marriage, desire, and social manners.
  • C. Again
    "Again" is a 1993 pop and R&B ballad by Janet Jackson that became a major hit and earned an Academy Award nomination for Best Original Song.
  • D. Again
    "Again" is a heavy, darkly atmospheric song by American rock band Alice in Chains, known for its sludgy riffs, haunting vocal harmonies, and prominent presence on their 1995 self-titled album.
  • E. Forever
    "Forever" is the second studio album by American rapper and producer P. Diddy, showcasing his late-1990s hip hop and R&B sound.
  • 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: Always
Triple: [Audrey Hepburn, notableWork, Always]
Generated description
"Always" is a 1989 romantic fantasy film directed by Steven Spielberg, starring Richard Dreyfuss and Holly Hunter, and featuring Audrey Hepburn in one of her final screen roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Always
Target entity description: "Always" is a 1989 romantic fantasy film directed by Steven Spielberg, starring Richard Dreyfuss and Holly Hunter, and featuring Audrey Hepburn in one of her final screen roles.
  • A. Always chosen
    "Always" is a 1989 romantic fantasy film directed by Steven Spielberg, starring Richard Dreyfuss as a deceased pilot who returns as a spirit to guide his former lover and a young aviator.
  • B. Constant
    Constant is a character in John Vanbrugh’s Restoration comedy "The Provoked Wife," serving as one of the play’s central figures in its exploration of marriage, desire, and social manners.
  • C. Again
    "Again" is a 1993 pop and R&B ballad by Janet Jackson that became a major hit and earned an Academy Award nomination for Best Original Song.
  • D. Again
    "Again" is a heavy, darkly atmospheric song by American rock band Alice in Chains, known for its sludgy riffs, haunting vocal harmonies, and prominent presence on their 1995 self-titled album.
  • E. Forever
    "Forever" is the second studio album by American rapper and producer P. Diddy, showcasing his late-1990s hip hop and R&B sound.
  • F. None of above.

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_69a498fc69ec8190b61722bd4b67c4d2 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4dc3e2081909ff951fe73db277b completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad016bf2608190a675cbd42e474082 completed March 8, 2026, 4:56 a.m.
NEDg Description generation batch_69ad0294353081908e29735d1b83f2cc completed March 8, 2026, 5:01 a.m.
NED2 Entity disambiguation (via description) batch_69ad02f6bf288190bcb785762d14787c completed March 8, 2026, 5:02 a.m.
Created at: March 1, 2026, 8 p.m.