Triple

T10007071
Position Surface form Disambiguated ID Type / Status
Subject Elvis Costello E198279 entity
Predicate notableWork P4 FINISHED
Object Armed Forces
"Armed Forces" is a 1979 new wave and punk-influenced album by Elvis Costello & The Attractions, known for its sharp political lyrics and hook-driven pop-rock sound.
 E836138 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: Armed Forces | Statement: [Elvis Costello, notableWork, Armed Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Armed Forces
Context triple: [Elvis Costello, notableWork, Armed Forces]
  • A. National Armed Forces
    The National Armed Forces were a Polish underground military organization during World War II that fought against both Nazi German and Soviet occupation.
  • B. Militari
    Militari is a large residential and commercial neighborhood in western Bucharest, Romania, known for its apartment blocks, shopping centers, and major transport links.
  • C. United States Armed Forces
    The United States Armed Forces is the combined military organization of the United States, encompassing the Army, Navy, Air Force, Marine Corps, Space Force, and Coast Guard, responsible for national defense and global power projection.
  • D. Army
    The Army is the land-based military force of a nation, responsible for ground warfare, territorial defense, and supporting national security objectives.
  • E. Army
    Army refers to the United States Military Academy at West Point's athletic program, whose teams compete in NCAA Division I sports under the name Army Black Knights.
  • 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: Armed Forces
Triple: [Elvis Costello, notableWork, Armed Forces]
Generated description
"Armed Forces" is a 1979 new wave and punk-influenced album by Elvis Costello & The Attractions, known for its sharp political lyrics and hook-driven pop-rock sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Armed Forces
Target entity description: "Armed Forces" is a 1979 new wave and punk-influenced album by Elvis Costello & The Attractions, known for its sharp political lyrics and hook-driven pop-rock sound.
  • A. National Armed Forces
    The National Armed Forces were a Polish underground military organization during World War II that fought against both Nazi German and Soviet occupation.
  • B. Militari
    Militari is a large residential and commercial neighborhood in western Bucharest, Romania, known for its apartment blocks, shopping centers, and major transport links.
  • C. United States Armed Forces
    The United States Armed Forces is the combined military organization of the United States, encompassing the Army, Navy, Air Force, Marine Corps, Space Force, and Coast Guard, responsible for national defense and global power projection.
  • D. Army
    The Army is the land-based military force of a nation, responsible for ground warfare, territorial defense, and supporting national security objectives.
  • E. Army
    Army refers to the United States Military Academy at West Point's athletic program, whose teams compete in NCAA Division I sports under the name Army Black Knights.
  • 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_69ca830fcca48190bbbd9b20c233835f completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd16afb481909a5d5893e024683f completed April 2, 2026, 1:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26a5d7e088190b5b1a852bfdc9073 completed April 5, 2026, 1:57 p.m.
NEDg Description generation batch_69d26ce0394c8190b8ea0c2ce125ef1b completed April 5, 2026, 2:08 p.m.
NED2 Entity disambiguation (via description) batch_69d270ad815481909806533bc8480c09 completed April 5, 2026, 2:24 p.m.
Created at: March 30, 2026, 8:52 p.m.