Triple
T12215455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luke Kleintank |
E291070
|
entity |
| Predicate | characterInWork |
P12208
|
FINISHED |
| Object |
Travis Hobbs in Pretty Little Liars
Travis Hobbs is a recurring character on the teen mystery-drama series "Pretty Little Liars," known for being a kind, morally grounded love interest who becomes involved in the Liars’ investigations.
|
E969535
|
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: Travis Hobbs in Pretty Little Liars | Statement: [Luke Kleintank, characterInWork, Travis Hobbs in Pretty Little Liars]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Travis Hobbs in Pretty Little Liars Context triple: [Luke Kleintank, characterInWork, Travis Hobbs in Pretty Little Liars]
-
A.
Byron Montgomery in Pretty Little Liars
Byron Montgomery in Pretty Little Liars is the English professor father of Aria and Mike Montgomery, whose affair and secretive behavior create major family and moral conflicts in the series.
-
B.
Joshua Washington in Until Dawn
Joshua Washington in Until Dawn is a central, psychologically complex character whose traumatic past and elaborate schemes drive much of the game's horror narrative.
-
C.
character Travis Younger
Travis Younger is the young son of Walter Lee and Ruth Younger in Lorraine Hansberry’s play "A Raisin in the Sun," symbolizing the family’s hopes for a better future.
-
D.
Hartley Sawyer
Hartley Sawyer is an American actor best known for playing Ralph Dibny, the Elongated Man, on the television series "The Flash."
-
E.
Ethan Lewis in Euphoria
Ethan Lewis in *Euphoria* is a kind-hearted, somewhat awkward high school student whose evolving relationship with Kat Hernandez highlights themes of insecurity, identity, and emotional maturity.
- 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: Travis Hobbs in Pretty Little Liars Triple: [Luke Kleintank, characterInWork, Travis Hobbs in Pretty Little Liars]
Generated description
Travis Hobbs is a recurring character on the teen mystery-drama series "Pretty Little Liars," known for being a kind, morally grounded love interest who becomes involved in the Liars’ investigations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Travis Hobbs in Pretty Little Liars Target entity description: Travis Hobbs is a recurring character on the teen mystery-drama series "Pretty Little Liars," known for being a kind, morally grounded love interest who becomes involved in the Liars’ investigations.
-
A.
Byron Montgomery in Pretty Little Liars
Byron Montgomery in Pretty Little Liars is the English professor father of Aria and Mike Montgomery, whose affair and secretive behavior create major family and moral conflicts in the series.
-
B.
Joshua Washington in Until Dawn
Joshua Washington in Until Dawn is a central, psychologically complex character whose traumatic past and elaborate schemes drive much of the game's horror narrative.
-
C.
character Travis Younger
Travis Younger is the young son of Walter Lee and Ruth Younger in Lorraine Hansberry’s play "A Raisin in the Sun," symbolizing the family’s hopes for a better future.
-
D.
Hartley Sawyer
Hartley Sawyer is an American actor best known for playing Ralph Dibny, the Elongated Man, on the television series "The Flash."
-
E.
Ethan Lewis in Euphoria
Ethan Lewis in *Euphoria* is a kind-hearted, somewhat awkward high school student whose evolving relationship with Kat Hernandez highlights themes of insecurity, identity, and emotional maturity.
- 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_69d6ab65923081909acfc61b7a612233 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91c931cec819083ca19be06a33e1c |
completed | April 10, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60aa13f64819096dc23295a6f0cdb |
completed | May 2, 2026, 2:30 p.m. |
| NEDg | Description generation | batch_69f60bdca250819090b4b4cc84d343f4 |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60cd51d34819099927fee476958ea |
completed | May 2, 2026, 2:40 p.m. |
Created at: April 8, 2026, 9:51 p.m.