Triple

T14270380
Position Surface form Disambiguated ID Type / Status
Subject Club Nouveau E353765 entity
Predicate hasDiscographyItem P1995 FINISHED
Object Listen to the Message
"Listen to the Message" is an R&B/new jack swing album by Club Nouveau released in the late 1980s that blends socially conscious lyrics with dance-oriented production.
E1089391 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: Listen to the Message | Statement: [Club Nouveau, hasDiscographyItem, Listen to the Message]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Listen to the Message
Context triple: [Club Nouveau, hasDiscographyItem, Listen to the Message]
  • A. Listen! Listen!
    Listen! Listen! is a children's picture book written by Ann Rand, known for its poetic exploration of sounds and everyday experiences.
  • B. Listen
    "Listen" is a powerful ballad from the musical film adaptation of *Dreamgirls*, widely recognized for its soaring vocals and themes of self-empowerment and finding one’s own voice.
  • C. Listen
    "Listen" is an abstract expressionist painting by American artist Lee Krasner, reflecting her dynamic, gestural style and exploration of emotional intensity through color and form.
  • D. Listen
    "Listen" is a song by American rock band Collective Soul, known for its melodic alternative rock sound and introspective lyrics.
  • E. Listening
    Listening is an autobiographical essay by Eudora Welty that reflects on how attentive hearing and observation in her childhood shaped her development as a writer.
  • 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: Listen to the Message
Triple: [Club Nouveau, hasDiscographyItem, Listen to the Message]
Generated description
"Listen to the Message" is an R&B/new jack swing album by Club Nouveau released in the late 1980s that blends socially conscious lyrics with dance-oriented production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Listen to the Message
Target entity description: "Listen to the Message" is an R&B/new jack swing album by Club Nouveau released in the late 1980s that blends socially conscious lyrics with dance-oriented production.
  • A. Listen! Listen!
    Listen! Listen! is a children's picture book written by Ann Rand, known for its poetic exploration of sounds and everyday experiences.
  • B. Listen
    "Listen" is a powerful ballad from the musical film adaptation of *Dreamgirls*, widely recognized for its soaring vocals and themes of self-empowerment and finding one’s own voice.
  • C. Listen
    "Listen" is an abstract expressionist painting by American artist Lee Krasner, reflecting her dynamic, gestural style and exploration of emotional intensity through color and form.
  • D. Listen
    "Listen" is a song by American rock band Collective Soul, known for its melodic alternative rock sound and introspective lyrics.
  • E. Listening
    Listening is an autobiographical essay by Eudora Welty that reflects on how attentive hearing and observation in her childhood shaped her development as a writer.
  • 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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de657fe6708190b41de48c43cff647 completed April 14, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd32682a0481908918570a778e185a completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd3325e8448190960da169f7f9fe40 completed May 8, 2026, 12:49 a.m.
NED2 Entity disambiguation (via description) batch_69fd33fd92608190a0dcaaafe0cfc51a completed May 8, 2026, 12:53 a.m.
Created at: April 10, 2026, 1:10 a.m.