Triple

T10010654
Position Surface form Disambiguated ID Type / Status
Subject Wild Orchid E198360 entity
Predicate performerOf P1363 FINISHED
Object song "Talk to Me"
"Talk to Me" is a pop/R&B song by the American girl group Wild Orchid, showcasing their harmonized vocals and 1990s dance-pop style.
 E835968 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 "Talk to Me" | Statement: [Wild Orchid, performerOf, song "Talk to Me"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: song "Talk to Me"
Context triple: [Wild Orchid, performerOf, song "Talk to Me"]
  • A. song "Talk to Me"
    "Talk to Me" is a 1985 pop-rock single by Stevie Nicks, known for its catchy chorus and success on the Billboard charts as part of her solo career.
  • B. 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.
  • C. “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.
  • D. Talkin' to Me
    "Talkin' to Me" is an R&B song produced by Rich Harrison, best known as a single by American singer Amerie from her debut album.
  • E. song "Soul Music"
    "Soul Music" is a track from Talib Kweli's 2007 hip hop album "Eardrum," showcasing his socially conscious lyricism and soulful production.
  • 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 "Talk to Me"
Triple: [Wild Orchid, performerOf, song "Talk to Me"]
Generated description
"Talk to Me" is a pop/R&B song by the American girl group Wild Orchid, showcasing their harmonized vocals and 1990s dance-pop style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: song "Talk to Me"
Target entity description: "Talk to Me" is a pop/R&B song by the American girl group Wild Orchid, showcasing their harmonized vocals and 1990s dance-pop style.
  • A. song "Talk to Me"
    "Talk to Me" is a 1985 pop-rock single by Stevie Nicks, known for its catchy chorus and success on the Billboard charts as part of her solo career.
  • B. 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.
  • C. “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.
  • D. Talkin' to Me
    "Talkin' to Me" is an R&B song produced by Rich Harrison, best known as a single by American singer Amerie from her debut album.
  • E. song "Soul Music"
    "Soul Music" is a track from Talib Kweli's 2007 hip hop album "Eardrum," showcasing his socially conscious lyricism and soulful production.
  • 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_69ca830fcca48190bbbd9b20c233835f completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd3b68888190b8a325b52d57c5b8 completed April 2, 2026, 1:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26a7b0ce08190b6109ddbc0b05362 completed April 5, 2026, 1:58 p.m.
NEDg Description generation batch_69d26b6d52e8819082fed0bfdaf48e4c completed April 5, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69d26c3d5f2081909bf1a1565b66eca9 completed April 5, 2026, 2:05 p.m.
Created at: March 30, 2026, 8:52 p.m.