Triple

T22389419
Position Surface form Disambiguated ID Type / Status
Subject Shane Filan E553475 entity
Predicate spouse P13 FINISHED
Object Gillian Walsh
Gillian Walsh is the wife of Westlife singer Shane Filan and a member of the extended Filan family who has largely stayed out of the public spotlight.
E1536119 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: Gillian Walsh | Statement: [Shane Filan, spouse, Gillian Walsh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gillian Walsh
Context triple: [Shane Filan, spouse, Gillian Walsh]
  • A. Gillian Greenwood
    Gillian Greenwood is a central character in the British television drama "Last Tango in Halifax," known as Alan Buttershaw’s troubled yet resilient daughter who grapples with family, financial, and personal struggles.
  • B. Jo-Ann Ellis
    Jo-Ann Ellis is a rising Hollywood starlet in the film "Clouds of Sils Maria," whose youthful charisma and tabloid-fueled notoriety contrast sharply with the aging stage actress she works alongside.
  • C. Gillian Hanna
    Gillian Hanna was a British actress known for her work in film, television, and theatre, particularly in character roles.
  • D. Suzanne Heathcote
    Suzanne Heathcote is a British screenwriter and producer best known for serving as showrunner and head writer of the third season of the acclaimed television series "Killing Eve."
  • E. Gillian Apps
    Gillian Apps is a Canadian ice hockey forward and multiple-time Olympic gold medalist known for her powerful play and key role in international women's hockey.
  • 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: Gillian Walsh
Triple: [Shane Filan, spouse, Gillian Walsh]
Generated description
Gillian Walsh is the wife of Westlife singer Shane Filan and a member of the extended Filan family who has largely stayed out of the public spotlight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gillian Walsh
Target entity description: Gillian Walsh is the wife of Westlife singer Shane Filan and a member of the extended Filan family who has largely stayed out of the public spotlight.
  • A. Gillian Greenwood
    Gillian Greenwood is a central character in the British television drama "Last Tango in Halifax," known as Alan Buttershaw’s troubled yet resilient daughter who grapples with family, financial, and personal struggles.
  • B. Jo-Ann Ellis
    Jo-Ann Ellis is a rising Hollywood starlet in the film "Clouds of Sils Maria," whose youthful charisma and tabloid-fueled notoriety contrast sharply with the aging stage actress she works alongside.
  • C. Gillian Hanna
    Gillian Hanna was a British actress known for her work in film, television, and theatre, particularly in character roles.
  • D. Suzanne Heathcote
    Suzanne Heathcote is a British screenwriter and producer best known for serving as showrunner and head writer of the third season of the acclaimed television series "Killing Eve."
  • E. Gillian Apps
    Gillian Apps is a Canadian ice hockey forward and multiple-time Olympic gold medalist known for her powerful play and key role in international women's hockey.
  • 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_69e11e4cf87c8190a1ff474daec326b7 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15858c13c819098fe66a50ecea7d7 completed April 29, 2026, 1:01 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0af0d546a08190bbd4b05020de6f78 completed May 18, 2026, 10:58 a.m.
NEDg Description generation batch_6a0af268db2881908706641ad1e41f79 completed May 18, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0b08e411048190a368214c57c35d5e completed May 18, 2026, 12:41 p.m.
Created at: April 16, 2026, 8:45 p.m.