Triple

T17141077
Position Surface form Disambiguated ID Type / Status
Subject 陳慧琳 E415962 entity
Predicate notableWork P4 FINISHED
Object 《希望》
《希望》是一首由香港流行歌手陳慧琳演唱的粤语流行歌曲，因其温暖励志的曲风和正面信息而广为人知。
 E1252160 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: 《希望》 | Statement: [陳慧琳, notableWork, 《希望》]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 《希望》
Context triple: [陳慧琳, notableWork, 《希望》]
  • A. Hope (English)
    Hope (English) is a common given name and noun signifying optimistic expectation and desire for a certain thing to happen.
  • B. “Homesick Hopes”
    “Homesick Hopes” is a track from the album *Goodbye Ellston Avenue* by the punk rock band Bigwig.
  • C. There Is Always Hope
    "There Is Always Hope" is a famous Banksy street artwork depicting a young girl reaching for a heart-shaped balloon, often interpreted as a symbol of lost innocence and enduring optimism.
  • D. On Hope
    "On Hope" is a 1994 short drama film, written by David Koepp, that explores themes of friendship and resilience and earned an Academy Award nomination for Best Live Action Short Film.
  • E. Our Hope
    "Our Hope" is the English translation of the Latin phrase "Spes Nostra," often used as a devotional title for the Virgin Mary in Christian tradition.
  • 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: 《希望》
Triple: [陳慧琳, notableWork, 《希望》]
Generated description
《希望》是一首由香港流行歌手陳慧琳演唱的粤语流行歌曲，因其温暖励志的曲风和正面信息而广为人知。
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 《希望》
Target entity description: 《希望》是一首由香港流行歌手陳慧琳演唱的粤语流行歌曲，因其温暖励志的曲风和正面信息而广为人知。
  • A. Hope (English)
    Hope (English) is a common given name and noun signifying optimistic expectation and desire for a certain thing to happen.
  • B. “Homesick Hopes”
    “Homesick Hopes” is a track from the album *Goodbye Ellston Avenue* by the punk rock band Bigwig.
  • C. There Is Always Hope
    "There Is Always Hope" is a famous Banksy street artwork depicting a young girl reaching for a heart-shaped balloon, often interpreted as a symbol of lost innocence and enduring optimism.
  • D. On Hope
    "On Hope" is a 1994 short drama film, written by David Koepp, that explores themes of friendship and resilience and earned an Academy Award nomination for Best Live Action Short Film.
  • E. Our Hope
    "Our Hope" is the English translation of the Latin phrase "Spes Nostra," often used as a devotional title for the Virgin Mary in Christian tradition.
  • 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_69d886d15af4819092f92f8a129763e6 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f2d44a508190a3a149c3a64957f5 completed April 18, 2026, 9:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a014154b9848190ac01602eb01ae710 completed May 11, 2026, 2:39 a.m.
NEDg Description generation batch_6a01425d2c20819084c0fa3bd413ebfa completed May 11, 2026, 2:43 a.m.
NED2 Entity disambiguation (via description) batch_6a0142dbb6f48190a631a05c5bada0e4 completed May 11, 2026, 2:45 a.m.
Created at: April 10, 2026, 5:36 a.m.