Triple

T5783313
Position Surface form Disambiguated ID Type / Status
Subject One Direction E128211 entity
Predicate hasMember P10 FINISHED
Object Liam Payne
Liam Payne is an English singer and songwriter best known as a member of the boy band One Direction.
 E546806 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 Payne | Statement: [One Direction, hasMember, Liam Payne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liam Payne
Context triple: [One Direction, hasMember, Liam Payne]
  • A. Niall Horan
    Niall Horan is an Irish singer-songwriter and former One Direction member who has also gained recognition as a solo artist and television talent show coach.
  • B. Harry Styles
    Harry Styles is a British singer, songwriter, and actor who rose to fame with One Direction before launching a successful solo career known for its genre-blending pop and rock and distinctive fashion style.
  • C. Liam Mellows
    Liam Mellows was an Irish republican leader and revolutionary who played a prominent role in both the Easter Rising of 1916 and the Irish Civil War.
  • D. James Arthur
    James Arthur is a British singer-songwriter who rose to fame after winning the ninth series of The X Factor UK and is known for hits like "Impossible" and "Say You Won't Let Go."
  • E. Blake Lewis
    Blake Lewis is an American singer, beatboxer, and musician best known as the runner-up on the sixth season of "American Idol."
  • 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 Payne
Triple: [One Direction, hasMember, Liam Payne]
Generated description
Liam Payne is an English singer and songwriter best known as a member of the boy band One Direction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liam Payne
Target entity description: Liam Payne is an English singer and songwriter best known as a member of the boy band One Direction.
  • A. Niall Horan
    Niall Horan is an Irish singer-songwriter and former One Direction member who has also gained recognition as a solo artist and television talent show coach.
  • B. Harry Styles
    Harry Styles is a British singer, songwriter, and actor who rose to fame with One Direction before launching a successful solo career known for its genre-blending pop and rock and distinctive fashion style.
  • C. Liam Mellows
    Liam Mellows was an Irish republican leader and revolutionary who played a prominent role in both the Easter Rising of 1916 and the Irish Civil War.
  • D. James Arthur
    James Arthur is a British singer-songwriter who rose to fame after winning the ninth series of The X Factor UK and is known for hits like "Impossible" and "Say You Won't Let Go."
  • E. Blake Lewis
    Blake Lewis is an American singer, beatboxer, and musician best known as the runner-up on the sixth season of "American Idol."
  • 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_69c0084450048190bc647b649a05136b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02a184870819084251554eae1e33c completed March 22, 2026, 5:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c098112a1c8190a8aacb208c544959 completed March 23, 2026, 1:32 a.m.
NEDg Description generation batch_69c098f32f7081908d9306afc30147a1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c0996fb9148190ae8c09f4816d00b8 completed March 23, 2026, 1:37 a.m.
Created at: March 22, 2026, 3:50 p.m.