Triple
T22797992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pretty Little Liars |
E564301
|
entity |
| Predicate | portraysCharacter |
P1668
|
FINISHED |
| Object |
Ian Harding as Ezra Fitz
Ian Harding as Ezra Fitz refers to the actor’s portrayal of the enigmatic English teacher and love interest character Ezra Fitz in the television series "Pretty Little Liars."
|
E1554726
|
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: Ian Harding as Ezra Fitz | Statement: [Pretty Little Liars, portraysCharacter, Ian Harding as Ezra Fitz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ian Harding as Ezra Fitz Context triple: [Pretty Little Liars, portraysCharacter, Ian Harding as Ezra Fitz]
-
A.
Jason Fitz
Jason Fitz is an American sports broadcaster and former country musician best known for his work as an ESPN radio and digital host.
-
B.
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.
-
C.
Louis Mandylor as Elliot Tenney
Louis Mandylor as Elliot Tenney is a character portrayed by actor Louis Mandylor in the American sitcom "Can't Hurry Love."
-
D.
Jake FitzSimons
Jake FitzSimons is the son of Australian television presenter and journalist Lisa Wilkinson.
-
E.
Chuck Garric
Chuck Garric is an American rock bassist best known for his long-time work with Alice Cooper and involvement in various hard rock and metal bands.
- 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: Ian Harding as Ezra Fitz Triple: [Pretty Little Liars, portraysCharacter, Ian Harding as Ezra Fitz]
Generated description
Ian Harding as Ezra Fitz refers to the actor’s portrayal of the enigmatic English teacher and love interest character Ezra Fitz in the television series "Pretty Little Liars."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ian Harding as Ezra Fitz Target entity description: Ian Harding as Ezra Fitz refers to the actor’s portrayal of the enigmatic English teacher and love interest character Ezra Fitz in the television series "Pretty Little Liars."
-
A.
Jason Fitz
Jason Fitz is an American sports broadcaster and former country musician best known for his work as an ESPN radio and digital host.
-
B.
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.
-
C.
Louis Mandylor as Elliot Tenney
Louis Mandylor as Elliot Tenney is a character portrayed by actor Louis Mandylor in the American sitcom "Can't Hurry Love."
-
D.
Jake FitzSimons
Jake FitzSimons is the son of Australian television presenter and journalist Lisa Wilkinson.
-
E.
Chuck Garric
Chuck Garric is an American rock bassist best known for his long-time work with Alice Cooper and involvement in various hard rock and metal bands.
- 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_69e2458185f88190b0045227ee420411 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17cda76448190891c5190e1d75ae0 |
completed | April 29, 2026, 3:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9e977a888190a629b61b37853016 |
completed | May 18, 2026, 11:19 p.m. |
| NEDg | Description generation | batch_6a0b9f8d55408190954f97b4504b5451 |
completed | May 18, 2026, 11:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba00135f88190a10c12118e48f7cc |
completed | May 18, 2026, 11:25 p.m. |
Created at: April 17, 2026, 3:30 p.m.