Triple

T6814378
Position Surface form Disambiguated ID Type / Status
Subject Chad Lowe E156714 entity
Predicate role P268 FINISHED
Object 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.
E621437 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: Byron Montgomery in Pretty Little Liars | Statement: [Chad Lowe, role, Byron Montgomery in Pretty Little Liars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Byron Montgomery in Pretty Little Liars
Context triple: [Chad Lowe, role, Byron Montgomery in Pretty Little Liars]
  • A. Hartley Sawyer
    Hartley Sawyer is an American actor best known for playing Ralph Dibny, the Elongated Man, on the television series "The Flash."
  • 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. Dr. Oliver Thredson
    Dr. Oliver Thredson is a central antagonist in the TV series "American Horror Story: Asylum," known as a seemingly compassionate psychiatrist who is later revealed to be the serial killer "Bloody Face."
  • D. Ethan Winthrop
    Ethan Winthrop is a central romantic lead and conflicted attorney in the American soap opera "Passions," known for his tumultuous relationships and family drama.
  • E. Jonas Steele
    Jonas Steele is the central fictional protagonist of the Civil War–era television miniseries "The Blue and the Gray," around whom much of the story’s personal and historical drama revolves.
  • 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: Byron Montgomery in Pretty Little Liars
Triple: [Chad Lowe, role, Byron Montgomery in Pretty Little Liars]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Byron Montgomery in Pretty Little Liars
Target entity description: 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.
  • A. Hartley Sawyer
    Hartley Sawyer is an American actor best known for playing Ralph Dibny, the Elongated Man, on the television series "The Flash."
  • 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. Dr. Oliver Thredson
    Dr. Oliver Thredson is a central antagonist in the TV series "American Horror Story: Asylum," known as a seemingly compassionate psychiatrist who is later revealed to be the serial killer "Bloody Face."
  • D. Ethan Winthrop
    Ethan Winthrop is a central romantic lead and conflicted attorney in the American soap opera "Passions," known for his tumultuous relationships and family drama.
  • E. Jonas Steele
    Jonas Steele is the central fictional protagonist of the Civil War–era television miniseries "The Blue and the Gray," around whom much of the story’s personal and historical drama revolves.
  • 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_69c68828b26c819090fe9df7612bbc27 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d32c40508190932718a649fc1417 completed March 27, 2026, 6:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723dd82048190969754b388a76913 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c724d740588190a4ed1aa532ee7335 completed March 28, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69c725aedfd0819097ae603cc49ff9a8 completed March 28, 2026, 12:49 a.m.
Created at: March 27, 2026, 2:17 p.m.