Triple

T15717727
Position Surface form Disambiguated ID Type / Status
Subject Hard Place E381002 entity
Predicate writer P1360 FINISHED
Object Ruby Amanfu
Ruby Amanfu is a Ghanaian-born, Nashville-based singer-songwriter known for her soulful vocals, acclaimed solo work, and collaborations with artists like Jack White and Beyoncé.
E1172798 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: Ruby Amanfu | Statement: [Hard Place, writer, Ruby Amanfu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ruby Amanfu
Context triple: [Hard Place, writer, Ruby Amanfu]
  • A. Dora Akunyili
    Dora Akunyili was a renowned Nigerian pharmacist and public servant best known for her groundbreaking work as head of the National Agency for Food and Drug Administration and Control (NAFDAC), where she led major campaigns against counterfeit drugs.
  • B. Jane Awindor
    Jane Awindor, better known by her stage name Efya, is a prominent Ghanaian singer, songwriter, and actress recognized for her soulful vocals and contributions to contemporary African music.
  • C. Annie Ilonzeh
    Annie Ilonzeh is an American actress best known for her roles on television series such as "General Hospital," "Charlie's Angels," and "Empire," as well as in various feature films.
  • D. Mercy Akide
    Mercy Akide is a pioneering Nigerian women's footballer and prolific forward who gained international recognition for her performances at multiple FIFA Women's World Cups and Olympic Games.
  • E. Megalyn Echikunwoke
    Megalyn Echikunwoke is an American actress known for her work in film and television, including roles in series like "CSI: Miami," "Arrow," and "The 4400."
  • 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: Ruby Amanfu
Triple: [Hard Place, writer, Ruby Amanfu]
Generated description
Ruby Amanfu is a Ghanaian-born, Nashville-based singer-songwriter known for her soulful vocals, acclaimed solo work, and collaborations with artists like Jack White and Beyoncé.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ruby Amanfu
Target entity description: Ruby Amanfu is a Ghanaian-born, Nashville-based singer-songwriter known for her soulful vocals, acclaimed solo work, and collaborations with artists like Jack White and Beyoncé.
  • A. Dora Akunyili
    Dora Akunyili was a renowned Nigerian pharmacist and public servant best known for her groundbreaking work as head of the National Agency for Food and Drug Administration and Control (NAFDAC), where she led major campaigns against counterfeit drugs.
  • B. Jane Awindor
    Jane Awindor, better known by her stage name Efya, is a prominent Ghanaian singer, songwriter, and actress recognized for her soulful vocals and contributions to contemporary African music.
  • C. Annie Ilonzeh
    Annie Ilonzeh is an American actress best known for her roles on television series such as "General Hospital," "Charlie's Angels," and "Empire," as well as in various feature films.
  • D. Mercy Akide
    Mercy Akide is a pioneering Nigerian women's footballer and prolific forward who gained international recognition for her performances at multiple FIFA Women's World Cups and Olympic Games.
  • E. Megalyn Echikunwoke
    Megalyn Echikunwoke is an American actress known for her work in film and television, including roles in series like "CSI: Miami," "Arrow," and "The 4400."
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f932a248190b65ecfb2bc56e715 completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff7583609c8190a80421fce649900f completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff76deb1948190bc49825719ac97d5 completed May 9, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_69ff77642ba4819095c1acc65da06135 completed May 9, 2026, 6:05 p.m.
Created at: April 10, 2026, 4:45 a.m.