Triple

T2634083
Position Surface form Disambiguated ID Type / Status
Subject Marks Barfield Architects E59702 entity
Predicate hasAlternativeName P39 FINISHED
Object Marks Barfield
Marks Barfield is a British architectural firm best known for designing the London Eye and other innovative public structures.
E282994 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: Marks Barfield | Statement: [Marks Barfield Architects, hasAlternativeName, Marks Barfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marks Barfield
Context triple: [Marks Barfield Architects, hasAlternativeName, Marks Barfield]
  • A. Fred McMullin
    Fred McMullin was a utility infielder for the Chicago White Sox best known for his role as one of the eight players implicated in the 1919 Black Sox Scandal.
  • B. Hurd Hatfield
    Hurd Hatfield was an American actor best known for his haunting title role in the 1945 film adaptation of "The Picture of Dorian Gray."
  • C. Don Roberts
    Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
  • D. John T. Woolley
    John T. Woolley is a political scientist and academic known for co-founding the American Presidency Project, a major online archive of U.S. presidential documents.
  • E. Barton MacLane
    Barton MacLane was an American character actor known for his tough-guy roles in numerous Hollywood films and later for his work in early television.
  • 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: Marks Barfield
Triple: [Marks Barfield Architects, hasAlternativeName, Marks Barfield]
Generated description
Marks Barfield is a British architectural firm best known for designing the London Eye and other innovative public structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marks Barfield
Target entity description: Marks Barfield is a British architectural firm best known for designing the London Eye and other innovative public structures.
  • A. Fred McMullin
    Fred McMullin was a utility infielder for the Chicago White Sox best known for his role as one of the eight players implicated in the 1919 Black Sox Scandal.
  • B. Hurd Hatfield
    Hurd Hatfield was an American actor best known for his haunting title role in the 1945 film adaptation of "The Picture of Dorian Gray."
  • C. Don Roberts
    Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
  • D. John T. Woolley
    John T. Woolley is a political scientist and academic known for co-founding the American Presidency Project, a major online archive of U.S. presidential documents.
  • E. Barton MacLane
    Barton MacLane was an American character actor known for his tough-guy roles in numerous Hollywood films and later for his work in early television.
  • 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_69ab4ac8596c8190b34997e73d9e991c completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd8def9bc8190b2e013abffc7b191 completed March 7, 2026, 7:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69af90a996188190b3a83a31e69d09ef completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af917359bc8190a72e7465fe1d94bd completed March 10, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69af91e0ef408190b1ab9cb9f8bbdaca completed March 10, 2026, 3:37 a.m.
Created at: March 6, 2026, 9:50 p.m.