Triple
T2243886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tina Knowles |
E49456
|
entity |
| Predicate | hairSalonOwned |
P23299
|
FINISHED |
| Object |
Headliners Hair Salon, Houston
Headliners Hair Salon in Houston is a beauty salon best known for being owned by Tina Knowles, the mother and former stylist of Beyoncé.
|
E247031
|
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: Headliners Hair Salon, Houston | Statement: [Tina Knowles, hairSalonOwned, Headliners Hair Salon, Houston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Headliners Hair Salon, Houston Context triple: [Tina Knowles, hairSalonOwned, Headliners Hair Salon, Houston]
-
A.
Houston Center for the Arts
The Houston Center for the Arts is a cultural institution in Houston that hosts visual and performing arts exhibitions, programs, and events.
-
B.
Harris County Sports and Convention Corporation
Harris County Sports and Convention Corporation is a public entity in Harris County, Texas responsible for owning and overseeing major sports and convention facilities in the Houston area.
-
C.
Southwest Houston
Southwest Houston is a large, diverse residential and commercial area of Houston, Texas, known for its mix of established neighborhoods, shopping centers, and multicultural communities.
-
D.
Jung Center of Houston
The Jung Center of Houston is a cultural and educational institution dedicated to the psychology and ideas of Carl Jung, offering lectures, classes, and exhibits on depth psychology, spirituality, and the arts.
-
E.
Haltom City, Texas
Haltom City, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to Fort Worth.
- 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: Headliners Hair Salon, Houston Triple: [Tina Knowles, hairSalonOwned, Headliners Hair Salon, Houston]
Generated description
Headliners Hair Salon in Houston is a beauty salon best known for being owned by Tina Knowles, the mother and former stylist of Beyoncé.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Headliners Hair Salon, Houston Target entity description: Headliners Hair Salon in Houston is a beauty salon best known for being owned by Tina Knowles, the mother and former stylist of Beyoncé.
-
A.
Houston Center for the Arts
The Houston Center for the Arts is a cultural institution in Houston that hosts visual and performing arts exhibitions, programs, and events.
-
B.
Harris County Sports and Convention Corporation
Harris County Sports and Convention Corporation is a public entity in Harris County, Texas responsible for owning and overseeing major sports and convention facilities in the Houston area.
-
C.
Southwest Houston
Southwest Houston is a large, diverse residential and commercial area of Houston, Texas, known for its mix of established neighborhoods, shopping centers, and multicultural communities.
-
D.
Jung Center of Houston
The Jung Center of Houston is a cultural and educational institution dedicated to the psychology and ideas of Carl Jung, offering lectures, classes, and exhibits on depth psychology, spirituality, and the arts.
-
E.
Haltom City, Texas
Haltom City, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to Fort Worth.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hairSalonOwned Context triple: [Tina Knowles, hairSalonOwned, Headliners Hair Salon, Houston]
-
A.
homeVenueOwned
Indicates that the specified home venue is legally owned or possessed by the associated entity.
-
B.
hasBodyShop
Indicates that one entity operates, owns, or is associated with an auto body repair shop.
-
C.
hasShop
chosen
Indicates that one entity owns, operates, or is associated with a shop or retail establishment.
-
D.
serviceOf
Indicates that one entity performs, provides, or fulfills a function or duty on behalf of another entity.
-
E.
hasBusiness
Indicates that one entity owns, operates, or is formally associated with a business entity.
- 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_69a88aa979788190ad6500f1d8eee2fc |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0c157e88190a5bc876d9591a24b |
completed | March 7, 2026, 6:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b10c38c8190af7d6d99f9377df1 |
completed | March 9, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ae6bbdef14819084b96389435ca080 |
completed | March 9, 2026, 6:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6c2cfac48190b0425088e79cd122 |
completed | March 9, 2026, 6:43 a.m. |
| PD | Predicate disambiguation | batch_69abbdb160248190aa75b38f11ad8602 |
completed | March 7, 2026, 5:54 a.m. |
Created at: March 4, 2026, 7:47 p.m.