Triple

T6899046
Position Surface form Disambiguated ID Type / Status
Subject Craig Ferguson E159445 entity
Predicate child P120 FINISHED
Object Liam James Ferguson
Liam James Ferguson is the son of Scottish-American comedian and former late-night talk show host Craig Ferguson.
E626954 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 Ferguson | Statement: [Craig Ferguson, child, Liam James Ferguson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liam James Ferguson
Context triple: [Craig Ferguson, child, Liam James Ferguson]
  • A. Liam Egan
    Liam Egan is a composer best known for creating the musical score for the Australian film "Ten Canoes."
  • B. Liam Lonergan
    Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
  • C. Liam Sullivan
    Liam Sullivan was an American character actor known for his numerous television and film roles from the 1950s through the 1980s, often portraying suave or villainous figures.
  • D. Christian Liam O'Connell
    Christian Liam O'Connell is a British radio DJ, comedian, and author best known for hosting popular breakfast shows in the UK and Australia.
  • E. 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.
  • 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 Ferguson
Triple: [Craig Ferguson, child, Liam James Ferguson]
Generated description
Liam James Ferguson is the son of Scottish-American comedian and former late-night talk show host Craig Ferguson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liam James Ferguson
Target entity description: Liam James Ferguson is the son of Scottish-American comedian and former late-night talk show host Craig Ferguson.
  • A. Liam Egan
    Liam Egan is a composer best known for creating the musical score for the Australian film "Ten Canoes."
  • B. Liam Lonergan
    Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
  • C. Liam Sullivan
    Liam Sullivan was an American character actor known for his numerous television and film roles from the 1950s through the 1980s, often portraying suave or villainous figures.
  • D. Christian Liam O'Connell
    Christian Liam O'Connell is a British radio DJ, comedian, and author best known for hosting popular breakfast shows in the UK and Australia.
  • E. 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.
  • 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_69c6883822e0819091e321526f20ae0a completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d95d67448190857f36b8115b03f6 completed March 27, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c748eb23888190bca6e42dc03ab31b completed March 28, 2026, 3:20 a.m.
NEDg Description generation batch_69c749b9f4048190b7f8564f804e1231 completed March 28, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_69c74a8b5af88190a60782e247129d1a completed March 28, 2026, 3:27 a.m.
Created at: March 27, 2026, 2:24 p.m.