Triple

T15289225
Position Surface form Disambiguated ID Type / Status
Subject The Way Way Back E365483 entity
Predicate starring P1507 FINISHED
Object Liam James
Liam James is a Canadian actor best known for his lead role in the coming-of-age film "The Way Way Back" and for his work in television series such as "The Killing" and "Psych."
E1149017 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: Liam James | Statement: [The Way Way Back, starring, Liam James]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liam James
Context triple: [The Way Way Back, starring, Liam James]
  • A. Liam James Ferguson
    Liam James Ferguson is the son of Scottish-American comedian and former late-night talk show host Craig Ferguson.
  • B. Liam Pace
    Liam Pace is a fictional musician and the older brother of Charlie Pace in the television series "Lost."
  • C. Liam Cole
    Liam Cole is a central character in the science fiction TV series "Salvation," which follows efforts to prevent an asteroid from colliding with Earth.
  • D. Lewis MacDougall
    Lewis MacDougall is a Scottish actor best known for his breakout role as the young protagonist in the fantasy drama film "A Monster Calls."
  • E. Liam Egan
    Liam Egan is a composer best known for creating the musical score for the Australian film "Ten Canoes."
  • 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: Liam James
Triple: [The Way Way Back, starring, Liam James]
Generated description
Liam James is a Canadian actor best known for his lead role in the coming-of-age film "The Way Way Back" and for his work in television series such as "The Killing" and "Psych."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liam James
Target entity description: Liam James is a Canadian actor best known for his lead role in the coming-of-age film "The Way Way Back" and for his work in television series such as "The Killing" and "Psych."
  • A. Liam James Ferguson
    Liam James Ferguson is the son of Scottish-American comedian and former late-night talk show host Craig Ferguson.
  • B. Liam Pace
    Liam Pace is a fictional musician and the older brother of Charlie Pace in the television series "Lost."
  • C. Liam Cole
    Liam Cole is a central character in the science fiction TV series "Salvation," which follows efforts to prevent an asteroid from colliding with Earth.
  • D. Lewis MacDougall
    Lewis MacDougall is a Scottish actor best known for his breakout role as the young protagonist in the fantasy drama film "A Monster Calls."
  • E. Liam Egan
    Liam Egan is a composer best known for creating the musical score for the Australian film "Ten Canoes."
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00e5635b4819092a69b5806d15bff completed April 15, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef7b73a08190b06856c05ea8c80d completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef38868548190877cf25a38bb805a completed May 9, 2026, 8:42 a.m.
NED2 Entity disambiguation (via description) batch_69fef435b1208190bd839297a2f8d3f4 completed May 9, 2026, 8:45 a.m.
Created at: April 10, 2026, 3:15 a.m.