Triple
T22797994
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pretty Little Liars |
E564301
|
entity |
| Predicate | portraysCharacter |
P1668
|
FINISHED |
| Object |
Tyler Blackburn as Caleb Rivers
Tyler Blackburn as Caleb Rivers refers to the actor’s portrayal of the tech-savvy, brooding love interest and hacker Caleb Rivers on the teen mystery-drama series Pretty Little Liars.
|
E1554727
|
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: Tyler Blackburn as Caleb Rivers | Statement: [Pretty Little Liars, portraysCharacter, Tyler Blackburn as Caleb Rivers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tyler Blackburn as Caleb Rivers Context triple: [Pretty Little Liars, portraysCharacter, Tyler Blackburn as Caleb Rivers]
-
A.
Caleb Garth
Caleb Garth is a hardworking, honest land agent and family man in George Eliot’s novel "Middlemarch," known for his integrity and practical wisdom.
-
B.
Caleb Jackson
Caleb Jackson is known primarily as the son of American actor and activist Jonathan Jackson.
-
C.
Caleb Lyon
Caleb Lyon was a 19th-century American politician and designer best known for creating the Great Seal of the State of California.
-
D.
Caleb Temple
Caleb Temple is a fictional character from the television series "American Gothic," portrayed as a troubled young boy entangled in dark supernatural and moral conflicts in his small Southern town.
-
E.
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."
- 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: Tyler Blackburn as Caleb Rivers Triple: [Pretty Little Liars, portraysCharacter, Tyler Blackburn as Caleb Rivers]
Generated description
Tyler Blackburn as Caleb Rivers refers to the actor’s portrayal of the tech-savvy, brooding love interest and hacker Caleb Rivers on the teen mystery-drama series Pretty Little Liars.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tyler Blackburn as Caleb Rivers Target entity description: Tyler Blackburn as Caleb Rivers refers to the actor’s portrayal of the tech-savvy, brooding love interest and hacker Caleb Rivers on the teen mystery-drama series Pretty Little Liars.
-
A.
Caleb Garth
Caleb Garth is a hardworking, honest land agent and family man in George Eliot’s novel "Middlemarch," known for his integrity and practical wisdom.
-
B.
Caleb Jackson
Caleb Jackson is known primarily as the son of American actor and activist Jonathan Jackson.
-
C.
Caleb Lyon
Caleb Lyon was a 19th-century American politician and designer best known for creating the Great Seal of the State of California.
-
D.
Caleb Temple
Caleb Temple is a fictional character from the television series "American Gothic," portrayed as a troubled young boy entangled in dark supernatural and moral conflicts in his small Southern town.
-
E.
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."
- 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.