Triple

T23326730
Position Surface form Disambiguated ID Type / Status
Subject Johnny Gill (album) E591312 entity
Predicate hasSingle P3282 FINISHED
Object Fairweather Friend
"Fairweather Friend" is an R&B single by Johnny Gill, known for its smooth vocals and themes of unreliable love.
E1580626 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: Fairweather Friend | Statement: [Johnny Gill (album), hasSingle, Fairweather Friend]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fairweather Friend
Context triple: [Johnny Gill (album), hasSingle, Fairweather Friend]
  • A. Fair Weather
    "Fair Weather" is a cool jazz track famously performed by trumpeter Chet Baker on his album *Chet Baker in New York*.
  • B. North Wind
    North Wind, also known as Boreas in Greek mythology, is the powerful god and personification of the cold north wind and winter.
  • C. Breeze
    Breeze is a web conferencing and e-learning software platform originally developed by Macromedia for online presentations, training, and collaboration.
  • D. Musson
    Musson is a surname of likely French or Belgian origin borne by individuals such as Célestine Musson.
  • E. Grisel
    Grisel is a small municipality in the province of Zaragoza, Aragon, Spain, known for its historic hilltop setting near the Moncayo massif.
  • 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: Fairweather Friend
Triple: [Johnny Gill (album), hasSingle, Fairweather Friend]
Generated description
"Fairweather Friend" is an R&B single by Johnny Gill, known for its smooth vocals and themes of unreliable love.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fairweather Friend
Target entity description: "Fairweather Friend" is an R&B single by Johnny Gill, known for its smooth vocals and themes of unreliable love.
  • A. Fair Weather
    "Fair Weather" is a cool jazz track famously performed by trumpeter Chet Baker on his album *Chet Baker in New York*.
  • B. North Wind
    North Wind, also known as Boreas in Greek mythology, is the powerful god and personification of the cold north wind and winter.
  • C. Breeze
    Breeze is a web conferencing and e-learning software platform originally developed by Macromedia for online presentations, training, and collaboration.
  • D. Musson
    Musson is a surname of likely French or Belgian origin borne by individuals such as Célestine Musson.
  • E. Grisel
    Grisel is a small municipality in the province of Zaragoza, Aragon, Spain, known for its historic hilltop setting near the Moncayo massif.
  • 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_69e25d1effe4819096907f95f610dbff completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f197eaa7b88190aad2096c110dadea completed April 29, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4cac21808190b47961f670885aa1 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4e7c53d0819096e33379351a3c8f completed May 19, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f26ab808190a7c1b5b73954ef0f completed May 19, 2026, 11:53 a.m.
Created at: April 17, 2026, 5:12 p.m.