Triple

T11167465
Position Surface form Disambiguated ID Type / Status
Subject Solo Star E264196 entity
Predicate hasPerformerFamilyName P30307 FINISHED
Object Knowles
Knowles is a surname most famously associated with American singer and performer Beyoncé Knowles.
E281786 NE FINISHED

How this triple was built (5 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: Knowles | Statement: [Solo Star, hasPerformerFamilyName, Knowles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Knowles
Context triple: [Solo Star, hasPerformerFamilyName, Knowles]
  • A. Knowles
    Knowles is a small unincorporated community located in Lea County in southeastern New Mexico.
  • B. Darold Duane Knowles
    Darold Duane Knowles is a former Major League Baseball relief pitcher best known for his role in the Oakland Athletics’ early-1970s championship teams.
  • C. Narada Michael Walden
    Narada Michael Walden is an American drummer, songwriter, and Grammy-winning record producer known for crafting major pop and R&B hits for artists such as Whitney Houston and Aretha Franklin.
  • D. Hype Williams
    Hype Williams is an influential American music video director known for his visually distinctive, high-budget work with major hip-hop and R&B artists since the 1990s.
  • E. Kuk Harrell
    Kuk Harrell is a Grammy-winning American vocal producer and songwriter best known for crafting and recording hit vocals for major pop and R&B artists such as Rihanna, Beyoncé, and Justin Bieber.
  • 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: Knowles
Triple: [Solo Star, hasPerformerFamilyName, Knowles]
Generated description
Knowles is a surname most famously associated with American singer and performer Beyoncé Knowles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Knowles
Target entity description: Knowles is a surname most famously associated with American singer and performer Beyoncé Knowles.
  • A. Knowles chosen
    Knowles is a small unincorporated community located in Lea County in southeastern New Mexico.
  • B. Darold Duane Knowles
    Darold Duane Knowles is a former Major League Baseball relief pitcher best known for his role in the Oakland Athletics’ early-1970s championship teams.
  • C. Narada Michael Walden
    Narada Michael Walden is an American drummer, songwriter, and Grammy-winning record producer known for crafting major pop and R&B hits for artists such as Whitney Houston and Aretha Franklin.
  • D. Hype Williams
    Hype Williams is an influential American music video director known for his visually distinctive, high-budget work with major hip-hop and R&B artists since the 1990s.
  • E. Kuk Harrell
    Kuk Harrell is a Grammy-winning American vocal producer and songwriter best known for crafting and recording hit vocals for major pop and R&B artists such as Rihanna, Beyoncé, and Justin Bieber.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPerformerFamilyName
Context triple: [Solo Star, hasPerformerFamilyName, Knowles]
  • A. hasFamilyNameOf
    Indicates that one entity bears or uses the same family name (surname) as another entity.
  • B. hasNameInFamily
    Indicates that an entity is known or referred to by a particular name within the context of a specific family or familial group.
  • C. performerFullName
    Indicates the complete name of the entity that performs an action or role in the described context.
  • D. hasFamilyNameOfOwner
    Indicates that an entity has an owner whose family (last) name is the specified value.
  • E. hasNotablePersonWithSurname chosen
    Indicates that an entity is associated with at least one notable person who bears a specified surname.
  • F. None of above.

Provenance (6 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_69d6aa9dafac8190bd90d2c74f661aa7 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e88843cc81909e503f0921c6d297 completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69e483747ba88190aa6ef9df2545b18b completed April 19, 2026, 7:25 a.m.
NEDg Description generation batch_69e485f46f0c81908dbe5b47322ab7b7 completed April 19, 2026, 7:36 a.m.
NED2 Entity disambiguation (via description) batch_69e4878dd95c81908ceaf91ee46f49c1 completed April 19, 2026, 7:43 a.m.
PD Predicate disambiguation batch_69d75cf0e6e88190973694abe2990973 completed April 9, 2026, 8:01 a.m.
Created at: April 8, 2026, 9:29 p.m.