Triple

T2205077
Position Surface form Disambiguated ID Type / Status
Subject The Problem We All Live With E50577 entity
Predicate depicts P1581 FINISHED
Object U.S. Marshals Service officers E19067 NE FINISHED

How this triple was built (2 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: U.S. Marshals Service officers | Statement: [The Problem We All Live With, depicts, U.S. Marshals Service officers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Marshals Service officers
Context triple: [The Problem We All Live With, depicts, U.S. Marshals Service officers]
  • A. United States Marshals Service chosen
    The United States Marshals Service is the federal law enforcement agency responsible for protecting the federal judiciary, managing and transporting prisoners, executing federal court orders, and handling the witness security program.
  • B. FBI special agents
    FBI special agents are highly trained federal law enforcement officers responsible for investigating and enforcing U.S. laws across a wide range of criminal and national security matters.
  • C. United States Capitol Police
    The United States Capitol Police is a federal law enforcement agency responsible for protecting the U.S. Capitol complex, its members, staff, and visitors, and for maintaining security and order on Capitol grounds.
  • D. Federal Air Marshal Service
    The Federal Air Marshal Service is a U.S. law enforcement agency that deploys armed, undercover officers on commercial flights and in airports to detect, deter, and defeat hostile acts against civil aviation.
  • E. The Secret Service
    "The Secret Service" is a 2012 spy comic book series created by Mark Millar and Dave Gibbons that follows a young man recruited into a covert British intelligence agency, serving as the basis for the film "Kingsman: The Secret Service."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69a88b044ab48190add007487680f009 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfc876cc8190950230b7770efdc3 completed March 7, 2026, 6:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae654976908190bad6352be1e33d61 completed March 9, 2026, 6:14 a.m.
Created at: March 4, 2026, 7:46 p.m.