Triple

T4504174
Position Surface form Disambiguated ID Type / Status
Subject First MacDonald government E101291 entity
Predicate secretaryOfStateForWar P33495 FINISHED
Object Stephen Walsh
Stephen Walsh was a British Labour politician and trade unionist who served as Secretary of State for War in the first Labour government under Ramsay MacDonald.
E447417 NE FINISHED

How this triple was built (5 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: Stephen Walsh | Statement: [First MacDonald government, secretaryOfStateForWar, Stephen Walsh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Walsh
Context triple: [First MacDonald government, secretaryOfStateForWar, Stephen Walsh]
  • A. Steve Walsh
    Steve Walsh is a former American football quarterback best known for his standout college career at the University of Miami and subsequent play in the NFL.
  • B. James T. Walsh
    James T. Walsh is an American Republican politician who represented a central New York district in the U.S. House of Representatives for two decades.
  • C. Kevin J. Walsh
    Kevin J. Walsh is a film producer known for his work on major Hollywood productions, including the 2022 adaptation of "Death on the Nile."
  • D. James McDermott
    James McDermott is a character in Margaret Atwood’s novel *Alias Grace*, depicted as a fellow servant whose murder becomes central to the story’s infamous crime.
  • E. David M. Walsh
    David M. Walsh is an American cinematographer known for his work on numerous films, particularly comedies, during the 1970s and 1980s.
  • 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: Stephen Walsh
Triple: [First MacDonald government, secretaryOfStateForWar, Stephen Walsh]
Generated description
Stephen Walsh was a British Labour politician and trade unionist who served as Secretary of State for War in the first Labour government under Ramsay MacDonald.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Walsh
Target entity description: Stephen Walsh was a British Labour politician and trade unionist who served as Secretary of State for War in the first Labour government under Ramsay MacDonald.
  • A. Steve Walsh
    Steve Walsh is a former American football quarterback best known for his standout college career at the University of Miami and subsequent play in the NFL.
  • B. James T. Walsh
    James T. Walsh is an American Republican politician who represented a central New York district in the U.S. House of Representatives for two decades.
  • C. Kevin J. Walsh
    Kevin J. Walsh is a film producer known for his work on major Hollywood productions, including the 2022 adaptation of "Death on the Nile."
  • D. James McDermott
    James McDermott is a character in Margaret Atwood’s novel *Alias Grace*, depicted as a fellow servant whose murder becomes central to the story’s infamous crime.
  • E. David M. Walsh
    David M. Walsh is an American cinematographer known for his work on numerous films, particularly comedies, during the 1970s and 1980s.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: secretaryOfStateForWar
Context triple: [First MacDonald government, secretaryOfStateForWar, Stephen Walsh]
  • A. warSecretary chosen
    Indicates that one entity serves as the war secretary (or secretary of war/defense) of another entity, typically a government or state.
  • B. hasUSSecretaryOfDefense
    Indicates that an entity has, or is associated with, a specific individual serving in the role of United States Secretary of Defense.
  • C. succeededInOfficeAsSecretaryOfDefenseBy
    Indicates that one person’s term as Secretary of Defense ended and was directly followed by another person, who succeeded them in that office.
  • D. precededInOfficeAsSecretaryOfDefenseBy
    Indicates that one person assumed the role of Secretary of Defense after another specific person, who directly held the office immediately before them.
  • E. militaryLeader
    Indicates that one entity serves as the commanding military leader of another entity, such as a state, organization, or armed force.
  • F. None of above.

Provenance (6 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_69bd43d175248190894dc58b5b395c26 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd56fca7d4819081deb34628e04f00 completed March 20, 2026, 2:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd6f958de0819082d17c165d25e703 completed March 20, 2026, 4:02 p.m.
NEDg Description generation batch_69bd71b00a2481909309765b6cc2e73d completed March 20, 2026, 4:11 p.m.
NED2 Entity disambiguation (via description) batch_69bd727abda08190bdc1d6ea015f3e46 completed March 20, 2026, 4:14 p.m.
PD Predicate disambiguation batch_69bd521671688190bc655d25fa77eba2 completed March 20, 2026, 1:56 p.m.
Created at: March 20, 2026, 1:01 p.m.