Triple

T7689802
Position Surface form Disambiguated ID Type / Status
Subject USO shows E174215 entity
Predicate audience P31 FINISHED
Object U.S. Navy personnel
U.S. Navy personnel are members of the United States Navy who serve in various sea, air, and shore roles to support national defense and maritime security.
E680856 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: U.S. Navy personnel | Statement: [USO shows, audience, U.S. Navy personnel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Navy personnel
Context triple: [USO shows, audience, U.S. Navy personnel]
  • A. U.S. Marine Corps personnel
    U.S. Marine Corps personnel are members of the United States Marine Corps, an elite branch of the U.S. Armed Forces specializing in expeditionary and amphibious military operations.
  • B. Marine Corps officers
    Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
  • C. U.S. Navy uniforms
    U.S. Navy uniforms are the standardized clothing and insignia worn by United States Navy personnel, designed to denote rank, role, and service while meeting operational and ceremonial requirements.
  • D. In the Navy
    "In the Navy" is a 1979 disco song by the Village People, known for its catchy, campy celebration of naval life and its use in U.S. Navy recruitment efforts.
  • E. United States Navy security forces
    United States Navy security forces are specialized military law enforcement and security units responsible for protecting Navy personnel, installations, and assets worldwide.
  • 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: U.S. Navy personnel
Triple: [USO shows, audience, U.S. Navy personnel]
Generated description
U.S. Navy personnel are members of the United States Navy who serve in various sea, air, and shore roles to support national defense and maritime security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Navy personnel
Target entity description: U.S. Navy personnel are members of the United States Navy who serve in various sea, air, and shore roles to support national defense and maritime security.
  • A. U.S. Marine Corps personnel
    U.S. Marine Corps personnel are members of the United States Marine Corps, an elite branch of the U.S. Armed Forces specializing in expeditionary and amphibious military operations.
  • B. Marine Corps officers
    Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
  • C. U.S. Navy uniforms
    U.S. Navy uniforms are the standardized clothing and insignia worn by United States Navy personnel, designed to denote rank, role, and service while meeting operational and ceremonial requirements.
  • D. In the Navy
    "In the Navy" is a 1979 disco song by the Village People, known for its catchy, campy celebration of naval life and its use in U.S. Navy recruitment efforts.
  • E. United States Navy security forces
    United States Navy security forces are specialized military law enforcement and security units responsible for protecting Navy personnel, installations, and assets worldwide.
  • 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_69c6995966348190939e6c37ba272c06 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702421dec8190a74f8ade992ca811 completed March 27, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a261019c8190b8ef53bfb611cef4 completed March 29, 2026, 3:54 a.m.
NEDg Description generation batch_69c8a2d073b08190a056e23cfdf13983 completed March 29, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8a37fabe481908c7da8a5d71a3f1c completed March 29, 2026, 3:58 a.m.
Created at: March 27, 2026, 4:02 p.m.