Triple
T14874229
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2019 college admissions bribery scandal |
E349824
|
entity |
| Predicate | hasParticipant |
P149
|
FINISHED |
| Object |
Lori Loughlin
Lori Loughlin is an American actress best known for her role as Aunt Becky on the television series "Full House" and for her later involvement in a high-profile college admissions bribery case.
|
E1136618
|
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: Lori Loughlin | Statement: [2019 college admissions bribery scandal, hasParticipant, Lori Loughlin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lori Loughlin Context triple: [2019 college admissions bribery scandal, hasParticipant, Lori Loughlin]
-
A.
Felicity Huffman
Felicity Huffman is an American actress best known for her acclaimed role on the television series "Desperate Housewives" and her work in both film and television.
-
B.
Lindsey Liberatore
Lindsey Liberatore is a television producer best known for her executive production work on the sci-fi drama series "Emergence."
-
C.
Jamie-Lynn Sigler
Jamie-Lynn Sigler is an American actress best known for playing Meadow Soprano on the acclaimed HBO series "The Sopranos."
-
D.
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."
-
E.
Bonnie Disick
Bonnie Disick is the mother of Scott Disick and the paternal grandmother of his daughter Penelope Scotland Disick, connected to the Kardashian–Jenner family through her son’s long-term relationship with Kourtney Kardashian.
- 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: Lori Loughlin Triple: [2019 college admissions bribery scandal, hasParticipant, Lori Loughlin]
Generated description
Lori Loughlin is an American actress best known for her role as Aunt Becky on the television series "Full House" and for her later involvement in a high-profile college admissions bribery case.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lori Loughlin Target entity description: Lori Loughlin is an American actress best known for her role as Aunt Becky on the television series "Full House" and for her later involvement in a high-profile college admissions bribery case.
-
A.
Felicity Huffman
Felicity Huffman is an American actress best known for her acclaimed role on the television series "Desperate Housewives" and her work in both film and television.
-
B.
Lindsey Liberatore
Lindsey Liberatore is a television producer best known for her executive production work on the sci-fi drama series "Emergence."
-
C.
Jamie-Lynn Sigler
Jamie-Lynn Sigler is an American actress best known for playing Meadow Soprano on the acclaimed HBO series "The Sopranos."
-
D.
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."
-
E.
Bonnie Disick
Bonnie Disick is the mother of Scott Disick and the paternal grandmother of his daughter Penelope Scotland Disick, connected to the Kardashian–Jenner family through her son’s long-term relationship with Kourtney Kardashian.
- 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_69d822ee4f408190b6ac3b2fa434f0df |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded5e3e5d48190a132f2cf012b01e2 |
completed | April 15, 2026, 12:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feae005644819098937cedb53202c5 |
completed | May 9, 2026, 3:46 a.m. |
| NEDg | Description generation | batch_69feaed6acc881909a70376ea3805935 |
completed | May 9, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feb014d9108190b7417f0b3c1838f5 |
completed | May 9, 2026, 3:55 a.m. |
Created at: April 10, 2026, 1:55 a.m.