Triple
T13210866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Real Housewives of Atlanta |
E314485
|
entity |
| Predicate | notableCastMember |
P7010
|
FINISHED |
| Object |
Kim Zolciak-Biermann
Kim Zolciak-Biermann is an American television personality and singer best known for her long-running role on reality TV and her spin-off series centered on her family life.
|
E1026647
|
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: Kim Zolciak-Biermann | Statement: [The Real Housewives of Atlanta, notableCastMember, Kim Zolciak-Biermann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kim Zolciak-Biermann Context triple: [The Real Housewives of Atlanta, notableCastMember, Kim Zolciak-Biermann]
-
A.
Zach Roloff
Zach Roloff is a reality television personality best known as a member of the Roloff family on the long-running TLC series "Little People, Big World," which chronicles their lives with dwarfism on a family farm in Oregon.
-
B.
Katie Lopez
Katie Lopez is a singer known for performing the song "Do You Want to Build a Snowman?" from Disney's animated film Frozen.
-
C.
Nikki Ziegler
Nikki Ziegler is an individual notable enough to be recognized as a prominent bearer of the surname Ziegler.
-
D.
Kortni Morton
Kortni Morton is best known as the wife of Grammy-winning American musician PJ Morton.
-
E.
Kristin Cavallari
Kristin Cavallari is an American television personality, fashion entrepreneur, and author who first gained fame on the reality series "Laguna Beach: The Real Orange County" and "The Hills."
- 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: Kim Zolciak-Biermann Triple: [The Real Housewives of Atlanta, notableCastMember, Kim Zolciak-Biermann]
Generated description
Kim Zolciak-Biermann is an American television personality and singer best known for her long-running role on reality TV and her spin-off series centered on her family life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kim Zolciak-Biermann Target entity description: Kim Zolciak-Biermann is an American television personality and singer best known for her long-running role on reality TV and her spin-off series centered on her family life.
-
A.
Zach Roloff
Zach Roloff is a reality television personality best known as a member of the Roloff family on the long-running TLC series "Little People, Big World," which chronicles their lives with dwarfism on a family farm in Oregon.
-
B.
Katie Lopez
Katie Lopez is a singer known for performing the song "Do You Want to Build a Snowman?" from Disney's animated film Frozen.
-
C.
Nikki Ziegler
Nikki Ziegler is an individual notable enough to be recognized as a prominent bearer of the surname Ziegler.
-
D.
Kortni Morton
Kortni Morton is best known as the wife of Grammy-winning American musician PJ Morton.
-
E.
Kristin Cavallari
Kristin Cavallari is an American television personality, fashion entrepreneur, and author who first gained fame on the reality series "Laguna Beach: The Real Orange County" and "The Hills."
- 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_69d806aee7308190b70a237ba2a6e3e1 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c9e072c8190b66e2c2430628ed0 |
completed | April 10, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f6136270819093256a143d2c9e65 |
completed | May 3, 2026, 7:15 a.m. |
| NEDg | Description generation | batch_69f6f72f9dcc8190aa07315891b393aa |
completed | May 3, 2026, 7:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f812ae048190907b8def6b0d019c |
completed | May 3, 2026, 7:24 a.m. |
Created at: April 9, 2026, 9:17 p.m.