Triple

T16974581
Position Surface form Disambiguated ID Type / Status
Subject Lee Sun-kyun E411776 entity
Predicate notableWork P4 FINISHED
Object Helpless
Helpless is a 2012 South Korean mystery-thriller film, based on a Japanese novel, in which Lee Sun-kyun plays a man desperately searching for his fiancée after her sudden disappearance.
E1242692 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: Helpless | Statement: [Lee Sun-kyun, notableWork, Helpless]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Helpless
Context triple: [Lee Sun-kyun, notableWork, Helpless]
  • A. Helpless
    "Helpless" is a soulful, guitar-driven pop-rock song by John Mayer from his album *The Search for Everything*, reflecting themes of emotional vulnerability and longing.
  • B. Helpless
    "Helpless" is a melancholic folk-rock song written by Neil Young, best known for its haunting melody and themes of nostalgia and emotional vulnerability.
  • C. Helpless
    "Helpless" is a romantic R&B-influenced song from the musical *Hamilton*, sung primarily by Eliza Schuyler as she falls in love with Alexander Hamilton.
  • D. Helpless
    "Helpless" is a soulful Motown song by the Four Tops, showcasing their emotive vocals and classic 1960s R&B sound.
  • E. Defenseless
    Defenseless is a 1991 American thriller film starring Barbara Hershey as a lawyer entangled in a dangerous murder investigation.
  • 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: Helpless
Triple: [Lee Sun-kyun, notableWork, Helpless]
Generated description
Helpless is a 2012 South Korean mystery-thriller film, based on a Japanese novel, in which Lee Sun-kyun plays a man desperately searching for his fiancée after her sudden disappearance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Helpless
Target entity description: Helpless is a 2012 South Korean mystery-thriller film, based on a Japanese novel, in which Lee Sun-kyun plays a man desperately searching for his fiancée after her sudden disappearance.
  • A. Helpless
    "Helpless" is a melancholic folk-rock song written by Neil Young, best known for its haunting melody and themes of nostalgia and emotional vulnerability.
  • B. Helpless
    "Helpless" is a romantic R&B-influenced song from the musical *Hamilton*, sung primarily by Eliza Schuyler as she falls in love with Alexander Hamilton.
  • C. Helpless
    "Helpless" is a soulful, guitar-driven pop-rock song by John Mayer from his album *The Search for Everything*, reflecting themes of emotional vulnerability and longing.
  • D. Helpless
    "Helpless" is a soulful Motown song by the Four Tops, showcasing their emotive vocals and classic 1960s R&B sound.
  • E. Defenseless
    Defenseless is a 1991 American thriller film starring Barbara Hershey as a lawyer entangled in a dangerous murder investigation.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d18300c8819080c8bf19962754ba completed April 18, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d4738fbc819099e8281ebc777091 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d51835c48190b1a37de6ac25ceaa completed May 10, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_6a00d59b96108190a0e55f01529a0b64 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:31 a.m.