Triple

T22209613
Position Surface form Disambiguated ID Type / Status
Subject Ann Hui E548905 entity
Predicate notableWork P4 FINISHED
Object The Way We Are
The Way We Are is a 2008 Hong Kong drama film by director Ann Hui that quietly portrays the everyday lives and emotional struggles of working-class residents in the Tin Shui Wai district.
 E1524056 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 Way We Are | Statement: [Ann Hui, notableWork, The Way We Are]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Way We Are
Context triple: [Ann Hui, notableWork, The Way We Are]
  • A. The Way We Are
    "The Way We Are" is a pop song by Norwegian singer-songwriter Espen Lind, known for its melodic style and heartfelt lyrics.
  • B. There We Are
    "There We Are" is a song by American singer-songwriter JT, likely featured on one of his music releases.
  • C. The Way It Is
    "The Way It Is" is the 2005 debut studio album by American R&B singer Keyshia Cole, featuring emotionally driven songs about love, heartbreak, and personal struggle.
  • D. The Way It Is
    The Way It Is is Bruce Hornsby and the Range’s 1986 debut album, best known for its piano-driven heartland rock sound and socially conscious title track.
  • E. The Way We Live
    The Way We Live is a 1946 British documentary film directed by Jill Craigie that explores postwar urban planning and the rebuilding of Plymouth after World War II.
  • 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 Way We Are
Triple: [Ann Hui, notableWork, The Way We Are]
Generated description
The Way We Are is a 2008 Hong Kong drama film by director Ann Hui that quietly portrays the everyday lives and emotional struggles of working-class residents in the Tin Shui Wai district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Way We Are
Target entity description: The Way We Are is a 2008 Hong Kong drama film by director Ann Hui that quietly portrays the everyday lives and emotional struggles of working-class residents in the Tin Shui Wai district.
  • A. The Way We Are
    "The Way We Are" is a pop song by Norwegian singer-songwriter Espen Lind, known for its melodic style and heartfelt lyrics.
  • B. There We Are
    "There We Are" is a song by American singer-songwriter JT, likely featured on one of his music releases.
  • C. The Way It Is
    "The Way It Is" is the 2005 debut studio album by American R&B singer Keyshia Cole, featuring emotionally driven songs about love, heartbreak, and personal struggle.
  • D. The Way It Is
    The Way It Is is Bruce Hornsby and the Range’s 1986 debut album, best known for its piano-driven heartland rock sound and socially conscious title track.
  • E. The Way We Live
    The Way We Live is a 1946 British documentary film directed by Jill Craigie that explores postwar urban planning and the rebuilding of Plymouth after World War II.
  • 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_69e11e3f7e04819089806d81d5ac431e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12b2aefb881909bddbabd4be0bd58 completed April 28, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aa61cc9e48190ba5f6eb2a7cf3c9b completed May 18, 2026, 5:39 a.m.
NEDg Description generation batch_6a0aa6c001d48190b49866f02514aa28 completed May 18, 2026, 5:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa74204a081909fa0d80858bfa6bb completed May 18, 2026, 5:44 a.m.
Created at: April 16, 2026, 8:36 p.m.