Triple
T22797997
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pretty Little Liars |
E564301
|
entity |
| Predicate | portraysCharacter |
P1668
|
FINISHED |
| Object | Chad Lowe as Byron Montgomery |
—
|
NE NERFINISHED |
How this triple was built (3 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: Chad Lowe as Byron Montgomery | Statement: [Pretty Little Liars, portraysCharacter, Chad Lowe as Byron Montgomery]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chad Lowe as Byron Montgomery Context triple: [Pretty Little Liars, portraysCharacter, Chad Lowe as Byron Montgomery]
-
A.
Cody Rigsby
Cody Rigsby is an American fitness instructor and Peloton cycling star who gained wider fame as a charismatic contestant on season 30 of Dancing with the Stars.
-
B.
Caleb Holloway
Caleb Holloway is a real-life floorhand and survivor of the 2010 Deepwater Horizon oil rig disaster, portrayed as a central character in the film "Deepwater Horizon."
-
C.
Colby Chandler
Colby Chandler is a fictional character from the soap opera "All My Children," known as a member of the influential Chandler family.
-
D.
Luke Chandler
Luke Chandler is the young farm boy protagonist and narrator of John Grisham’s coming-of-age novel "A Painted House," set in rural Arkansas in the early 1950s.
-
E.
Ethan Lovett
Ethan Lovett is a fictional character from the soap opera "General Hospital," known as the charming and roguish son of legendary character Luke Spencer.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chad Lowe as Byron Montgomery Target entity description: Chad Lowe as Byron Montgomery is the actor’s role as Aria’s complicated, secretive father and an English professor in the teen mystery drama series "Pretty Little Liars."
-
A.
Cody Rigsby
Cody Rigsby is an American fitness instructor and Peloton cycling star who gained wider fame as a charismatic contestant on season 30 of Dancing with the Stars.
-
B.
Caleb Holloway
Caleb Holloway is a real-life floorhand and survivor of the 2010 Deepwater Horizon oil rig disaster, portrayed as a central character in the film "Deepwater Horizon."
-
C.
Colby Chandler
Colby Chandler is a fictional character from the soap opera "All My Children," known as a member of the influential Chandler family.
-
D.
Luke Chandler
Luke Chandler is the young farm boy protagonist and narrator of John Grisham’s coming-of-age novel "A Painted House," set in rural Arkansas in the early 1950s.
-
E.
Ethan Lovett
Ethan Lovett is a fictional character from the soap opera "General Hospital," known as the charming and roguish son of legendary character Luke Spencer.
- F. None of above. chosen
Provenance (2 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_69e2458185f88190b0045227ee420411 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17cda76448190891c5190e1d75ae0 |
completed | April 29, 2026, 3:36 a.m. |
Created at: April 17, 2026, 3:30 p.m.