Triple

T11037105
Position Surface form Disambiguated ID Type / Status
Subject Salvation E260913 entity
Predicate hasMainCharacter P1183 FINISHED
Object 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.
 E906211 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 Cole | Statement: [Salvation, hasMainCharacter, Liam Cole]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liam Cole
Context triple: [Salvation, hasMainCharacter, Liam Cole]
  • A. Liam McIntyre
    Liam McIntyre is an Australian actor best known for playing the title role in the television series "Spartacus" following Andy Whitfield’s departure.
  • B. Liam Pace
    Liam Pace is a fictional musician and the older brother of Charlie Pace in the television series "Lost."
  • C. Liam Egan
    Liam Egan is a composer best known for creating the musical score for the Australian film "Ten Canoes."
  • D. Liam Lonergan
    Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
  • E. Liam James Ferguson
    Liam James Ferguson is the son of Scottish-American comedian and former late-night talk show host Craig Ferguson.
  • 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 Cole
Triple: [Salvation, hasMainCharacter, Liam Cole]
Generated description
Liam Cole is a central character in the science fiction TV series "Salvation," which follows efforts to prevent an asteroid from colliding with Earth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liam Cole
Target entity description: Liam Cole is a central character in the science fiction TV series "Salvation," which follows efforts to prevent an asteroid from colliding with Earth.
  • A. Liam McIntyre
    Liam McIntyre is an Australian actor best known for playing the title role in the television series "Spartacus" following Andy Whitfield’s departure.
  • B. Liam Pace
    Liam Pace is a fictional musician and the older brother of Charlie Pace in the television series "Lost."
  • C. Liam Egan
    Liam Egan is a composer best known for creating the musical score for the Australian film "Ten Canoes."
  • D. Liam Lonergan
    Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
  • E. Liam James Ferguson
    Liam James Ferguson is the son of Scottish-American comedian and former late-night talk show host Craig Ferguson.
  • 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_69d6aa979bdc8190bf0e79104cc098c1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797fd5fe081908af13835b18de7b8 completed April 9, 2026, 12:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d587dd08190ba466a4ffedde1e0 completed April 19, 2026, 1:18 a.m.
NEDg Description generation batch_69e4374700b881908ebb185ae020487b completed April 19, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69e4399385c08190852c3cbd730a1f11 completed April 19, 2026, 2:10 a.m.
Created at: April 8, 2026, 9:25 p.m.