Triple

T4090407
Position Surface form Disambiguated ID Type / Status
Subject Eason Chan E87689 entity
Predicate notableWork P4 FINISHED
Object song "Shall We Talk"
"Shall We Talk" is a widely acclaimed Cantonese pop ballad by Eason Chan that poignantly explores communication and emotional distance in relationships.
 E413043 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: song "Shall We Talk" | Statement: [Eason Chan, notableWork, song "Shall We Talk"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: song "Shall We Talk"
Context triple: [Eason Chan, notableWork, song "Shall We Talk"]
  • A. “Talk” (song)
    “Talk” is a song performed by British bandleader and vocalist Henry Hall, known for his popular dance band recordings in the early 20th century.
  • B. "Talk About You"
    "Talk About You" is a pop song by British singer-songwriter Mika, known for its upbeat melody and romantic, feel-good lyrics.
  • C. song "Ask of You"
    "Ask of You" is a mid-1990s R&B single by Raphael Saadiq, best known for its smooth, soulful sound and enduring popularity on contemporary R&B playlists.
  • D. song "You and I"
    "You and I" is a soulful, emotionally charged song by Northern Irish singer-songwriter Foy Vance, showcasing his distinctive blend of folk, rock, and heartfelt lyricism.
  • E. Talk About Our Love
    "Talk About Our Love" is an R&B song by American singer Brandy featuring Kanye West, released as a single from her 2004 album "Afrodisiac."
  • 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: song "Shall We Talk"
Triple: [Eason Chan, notableWork, song "Shall We Talk"]
Generated description
"Shall We Talk" is a widely acclaimed Cantonese pop ballad by Eason Chan that poignantly explores communication and emotional distance in relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: song "Shall We Talk"
Target entity description: "Shall We Talk" is a widely acclaimed Cantonese pop ballad by Eason Chan that poignantly explores communication and emotional distance in relationships.
  • A. “Talk” (song)
    “Talk” is a song performed by British bandleader and vocalist Henry Hall, known for his popular dance band recordings in the early 20th century.
  • B. "Talk About You"
    "Talk About You" is a pop song by British singer-songwriter Mika, known for its upbeat melody and romantic, feel-good lyrics.
  • C. song "Ask of You"
    "Ask of You" is a mid-1990s R&B single by Raphael Saadiq, best known for its smooth, soulful sound and enduring popularity on contemporary R&B playlists.
  • D. song "You and I"
    "You and I" is a soulful, emotionally charged song by Northern Irish singer-songwriter Foy Vance, showcasing his distinctive blend of folk, rock, and heartfelt lyricism.
  • E. Talk About Our Love
    "Talk About Our Love" is an R&B song by American singer Brandy featuring Kanye West, released as a single from her 2004 album "Afrodisiac."
  • 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_69aed94425148190be337845d56fac22 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefcab0a1c8190a1b0ca48ebc95b31 completed March 9, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b69a7908190a53839f7ebfd011c completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56c29c72081909e6ef890dde593dd completed March 14, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69b56ca671d0819097760161832998b0 completed March 14, 2026, 2:11 p.m.
Created at: March 9, 2026, 3:39 p.m.