Triple

T7942312
Position Surface form Disambiguated ID Type / Status
Subject Liam Gallagher E184418 entity
Predicate spouse P13 FINISHED
Object Nicole Appleton
Nicole Appleton is a Canadian-born British singer and television presenter best known as a member of the girl group All Saints.
 E704451 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: Nicole Appleton | Statement: [Liam Gallagher, spouse, Nicole Appleton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nicole Appleton
Context triple: [Liam Gallagher, spouse, Nicole Appleton]
  • A. Teala Loring
    Teala Loring was an American film actress of the 1940s, known for her supporting roles in Hollywood features and as one of several sisters who also worked in the entertainment industry.
  • B. Jordin Sparks
    Jordin Sparks is an American pop and R&B singer and actress who rose to fame as the winner of the sixth season of American Idol.
  • C. Madeleine Rondeaux
    Madeleine Rondeaux was the wife of French Nobel Prize–winning author André Gide and a central figure in his personal life and correspondence.
  • D. Carey Hart
    Carey Hart is an American former professional freestyle motocross rider and off-road truck racer who gained additional fame through his high-profile marriage to singer Pink.
  • E. Posh Spice
    Posh Spice is the nickname of Victoria Beckham, the English fashion designer and former member of the pop group Spice Girls.
  • 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: Nicole Appleton
Triple: [Liam Gallagher, spouse, Nicole Appleton]
Generated description
Nicole Appleton is a Canadian-born British singer and television presenter best known as a member of the girl group All Saints.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nicole Appleton
Target entity description: Nicole Appleton is a Canadian-born British singer and television presenter best known as a member of the girl group All Saints.
  • A. Teala Loring
    Teala Loring was an American film actress of the 1940s, known for her supporting roles in Hollywood features and as one of several sisters who also worked in the entertainment industry.
  • B. Jordin Sparks
    Jordin Sparks is an American pop and R&B singer and actress who rose to fame as the winner of the sixth season of American Idol.
  • C. Madeleine Rondeaux
    Madeleine Rondeaux was the wife of French Nobel Prize–winning author André Gide and a central figure in his personal life and correspondence.
  • D. Carey Hart
    Carey Hart is an American former professional freestyle motocross rider and off-road truck racer who gained additional fame through his high-profile marriage to singer Pink.
  • E. Posh Spice
    Posh Spice is the nickname of Victoria Beckham, the English fashion designer and former member of the pop group Spice Girls.
  • 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_69ca8291c2008190b1b8832c87814bcf completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b0c16b8819093c5d1719cd65ee3 completed March 31, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe024a7dc8190a8bd11f266ebbc96 completed March 31, 2026, 2:54 p.m.
NEDg Description generation batch_69cbe4383d0c819085e7c95e7b0be16e completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc34a83cec81908aba7afbaea53449 completed March 31, 2026, 8:55 p.m.
Created at: March 30, 2026, 5:09 p.m.