Triple
T22797995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pretty Little Liars |
E564301
|
entity |
| Predicate | portraysCharacter |
P1668
|
FINISHED |
| Object | Laura Leighton as Ashley Marin |
—
|
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: Laura Leighton as Ashley Marin | Statement: [Pretty Little Liars, portraysCharacter, Laura Leighton as Ashley Marin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laura Leighton as Ashley Marin Context triple: [Pretty Little Liars, portraysCharacter, Laura Leighton as Ashley Marin]
-
A.
Ashley Manning
Ashley Manning is an American businesswoman and philanthropist best known as the wife of former NFL quarterback Peyton Manning.
-
B.
Ashley Magnus
Ashley Magnus is a central character in the science fiction TV series "Sanctuary," known as Helen Magnus's daughter and a skilled operative specializing in tracking and combating abnormal creatures.
-
C.
Ashley Greenwick
Ashley Greenwick is a fictional character from the series "Sirens," known for her role within the show's ensemble cast.
-
D.
Ashley Brooke
Ashley Brooke is an actress known for her role in the film "Troop Zero."
-
E.
Ashley Scott
Ashley Scott is an American actress and former model best known for her roles in films like "Into the Blue" and TV series such as "Birds of Prey" and "Jericho."
- 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: Laura Leighton as Ashley Marin Target entity description: Laura Leighton as Ashley Marin refers to the actress’s role as Hanna Marin’s ambitious and protective mother on the teen mystery-drama television series Pretty Little Liars.
-
A.
Ashley Manning
Ashley Manning is an American businesswoman and philanthropist best known as the wife of former NFL quarterback Peyton Manning.
-
B.
Ashley Magnus
Ashley Magnus is a central character in the science fiction TV series "Sanctuary," known as Helen Magnus's daughter and a skilled operative specializing in tracking and combating abnormal creatures.
-
C.
Ashley Greenwick
Ashley Greenwick is a fictional character from the series "Sirens," known for her role within the show's ensemble cast.
-
D.
Ashley Brooke
Ashley Brooke is an actress known for her role in the film "Troop Zero."
-
E.
Ashley Scott
Ashley Scott is an American actress and former model best known for her roles in films like "Into the Blue" and TV series such as "Birds of Prey" and "Jericho."
- 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.