Triple

T4812995
Position Surface form Disambiguated ID Type / Status
Subject Guildhall, Swansea E107115 entity
Predicate architect P184 FINISHED
Object Percy Thomas
Percy Thomas was a prominent Welsh architect known for his influential public and civic buildings in the early to mid-20th century.
E471542 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: Percy Thomas | Statement: [Guildhall, Swansea, architect, Percy Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Percy Thomas
Context triple: [Guildhall, Swansea, architect, Percy Thomas]
  • A. Albert Rees
    Albert Rees was an American labor economist known for his influential work on wage determination and labor markets, as well as for mentoring prominent economists such as James Heckman.
  • B. Peter Pugh
    Peter Pugh is a British author and publisher best known for writing corporate and business histories, including works on major companies and institutions.
  • C. Roger Merrett
    Roger Merrett is a former Australian rules footballer best known as a powerful key forward and captain who became a foundational figure for the Brisbane Bears in the VFL/AFL.
  • D. Thomas Pasley
    Thomas Pasley was a Royal Navy officer who rose to flag rank during the late 18th and early 19th centuries and saw extensive service in the French Revolutionary Wars.
  • E. Percy Green
    Percy Green was a civil rights activist and former McDonnell Douglas employee whose discrimination lawsuit led to the landmark U.S. Supreme Court case McDonnell Douglas Corp. v. Green, which established a key framework for proving employment discrimination.
  • 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: Percy Thomas
Triple: [Guildhall, Swansea, architect, Percy Thomas]
Generated description
Percy Thomas was a prominent Welsh architect known for his influential public and civic buildings in the early to mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Percy Thomas
Target entity description: Percy Thomas was a prominent Welsh architect known for his influential public and civic buildings in the early to mid-20th century.
  • A. Albert Rees
    Albert Rees was an American labor economist known for his influential work on wage determination and labor markets, as well as for mentoring prominent economists such as James Heckman.
  • B. Peter Pugh
    Peter Pugh is a British author and publisher best known for writing corporate and business histories, including works on major companies and institutions.
  • C. Roger Merrett
    Roger Merrett is a former Australian rules footballer best known as a powerful key forward and captain who became a foundational figure for the Brisbane Bears in the VFL/AFL.
  • D. Thomas Pasley
    Thomas Pasley was a Royal Navy officer who rose to flag rank during the late 18th and early 19th centuries and saw extensive service in the French Revolutionary Wars.
  • E. Percy Green
    Percy Green was a civil rights activist and former McDonnell Douglas employee whose discrimination lawsuit led to the landmark U.S. Supreme Court case McDonnell Douglas Corp. v. Green, which established a key framework for proving employment discrimination.
  • 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_69bd43f779448190b92885cb70abb6c2 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6c7f11ec8190b2c5d365d4cc4709 completed March 20, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4db1b67c81908272d8b7e7e4e1f1 completed March 21, 2026, 7:50 a.m.
NEDg Description generation batch_69be4e9378f08190b9fb3745ff2ea964 completed March 21, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69be4ef501e081908a75547e9bb52c0c completed March 21, 2026, 7:55 a.m.
Created at: March 20, 2026, 1:23 p.m.