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.