Triple

T21469310
Position Surface form Disambiguated ID Type / Status
Subject Philippine Commonwealth military leadership E529681 entity
Predicate includesPerson P2308 FINISHED
Object Richard J. Marshall — NE NERFINISHED

How this triple was built (3 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: Richard J. Marshall | Statement: [Philippine Commonwealth military leadership, includesPerson, Richard J. Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Richard J. Marshall
Context triple: [Philippine Commonwealth military leadership, includesPerson, Richard J. Marshall]
  • A. John Roemer
    John Roemer is an American economist and political theorist known for his influential work on Marxian economics, theories of exploitation, and egalitarian justice.
  • B. Gavin Elster
    Gavin Elster is a wealthy, manipulative shipyard owner and the primary antagonist in Alfred Hitchcock’s film "Vertigo."
  • C. Robert P. Murphy
    Robert P. Murphy is an American Austrian School economist, author, and podcaster known for his work on free-market economics, business cycle theory, and critiques of mainstream macroeconomics.
  • D. Benjamin M. Friedman
    Benjamin M. Friedman is an American economist known for his influential work on monetary policy, economic growth, and the moral dimensions of capitalism.
  • E. Robert D. Murphy
    Robert D. Murphy was a prominent American diplomat and foreign service officer who played key roles in U.S. policy during and after World War II, particularly in Europe.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Richard J. Marshall
Target entity description: Richard J. Marshall was a U.S. Army general who served in the Pacific during World War II, notably as a senior staff officer under General Douglas MacArthur in the Philippines.
  • A. John Roemer
    John Roemer is an American economist and political theorist known for his influential work on Marxian economics, theories of exploitation, and egalitarian justice.
  • B. Gavin Elster
    Gavin Elster is a wealthy, manipulative shipyard owner and the primary antagonist in Alfred Hitchcock’s film "Vertigo."
  • C. Robert P. Murphy
    Robert P. Murphy is an American Austrian School economist, author, and podcaster known for his work on free-market economics, business cycle theory, and critiques of mainstream macroeconomics.
  • D. Benjamin M. Friedman
    Benjamin M. Friedman is an American economist known for his influential work on monetary policy, economic growth, and the moral dimensions of capitalism.
  • E. Robert D. Murphy
    Robert D. Murphy was a prominent American diplomat and foreign service officer who played key roles in U.S. policy during and after World War II, particularly in Europe.
  • F. None of above. chosen

Provenance (2 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_69e0c459acb481909bb6ee452a0045c7 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea12d9048190bf51ca3efc435a64 completed April 23, 2026, 9:44 a.m.
Created at: April 16, 2026, 6:16 p.m.