Triple
T21745528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billie Lourd |
E536776
|
entity |
| Predicate | father |
P120
|
FINISHED |
| Object |
Bryan Lourd
Bryan Lourd is a prominent American talent agent and co-chairman of Creative Artists Agency, known for representing numerous high-profile Hollywood clients.
|
E1500114
|
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: Bryan Lourd | Statement: [Billie Lourd, father, Bryan Lourd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bryan Lourd Context triple: [Billie Lourd, father, Bryan Lourd]
-
A.
Nate Bjorkgren
Nate Bjorkgren is an American basketball coach best known for his work in the NBA and NBA G League, including a stint as head coach of the Indiana Pacers.
-
B.
Leon Fromkess
Leon Fromkess was an American film producer active during Hollywood’s studio era, known for overseeing a variety of mid-20th-century motion pictures.
-
C.
Stef Burns
Stef Burns is an American rock guitarist best known for his work with artists like Alice Cooper and Huey Lewis and the News, as well as his role in the band Starship.
-
D.
Robbie Reiser
Robbie Reiser is an American former NASCAR crew chief and team manager best known for his successful tenure with Roush Racing, where he guided Matt Kenseth to the 2003 Cup Series championship.
-
E.
Danny Wagner
Danny Wagner is the drummer for the American rock band Greta Van Fleet.
- 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: Bryan Lourd Triple: [Billie Lourd, father, Bryan Lourd]
Generated description
Bryan Lourd is a prominent American talent agent and co-chairman of Creative Artists Agency, known for representing numerous high-profile Hollywood clients.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bryan Lourd Target entity description: Bryan Lourd is a prominent American talent agent and co-chairman of Creative Artists Agency, known for representing numerous high-profile Hollywood clients.
-
A.
Nate Bjorkgren
Nate Bjorkgren is an American basketball coach best known for his work in the NBA and NBA G League, including a stint as head coach of the Indiana Pacers.
-
B.
Leon Fromkess
Leon Fromkess was an American film producer active during Hollywood’s studio era, known for overseeing a variety of mid-20th-century motion pictures.
-
C.
Stef Burns
Stef Burns is an American rock guitarist best known for his work with artists like Alice Cooper and Huey Lewis and the News, as well as his role in the band Starship.
-
D.
Robbie Reiser
Robbie Reiser is an American former NASCAR crew chief and team manager best known for his successful tenure with Roush Racing, where he guided Matt Kenseth to the 2003 Cup Series championship.
-
E.
Danny Wagner
Danny Wagner is the drummer for the American rock band Greta Van Fleet.
- 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_69e0c46df5448190b4322127ffc4c690 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f01a76540c8190b91a67f4a70869fb |
completed | April 28, 2026, 2:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a2edbd12c819088648167a19aa806 |
completed | May 17, 2026, 9:10 p.m. |
| NEDg | Description generation | batch_6a0a3069272c8190a6c90ca0c8b777d5 |
completed | May 17, 2026, 9:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a3114ce6c8190aeb972462837bb25 |
completed | May 17, 2026, 9:20 p.m. |
Created at: April 16, 2026, 6:49 p.m.