Triple

T16492049
Position Surface form Disambiguated ID Type / Status
Subject Armed Forces of North Macedonia E400590 entity
Predicate abbreviation P43 FINISHED
Object ARM
ARM is the acronym for the Armed Forces of North Macedonia, the country's professional military responsible for national defense and participation in international peacekeeping missions.
E1216633 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: ARM | Statement: [Armed Forces of North Macedonia, abbreviation, ARM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ARM
Context triple: [Armed Forces of North Macedonia, abbreviation, ARM]
  • A. ARM
    ARM is a family of energy-efficient RISC processor architectures widely used in mobile devices, embedded systems, and increasingly in laptops and servers.
  • B. ARM
    ARM is the three-letter International Olympic Committee country code representing Armenia in the Olympic Games.
  • C. ARM
    ARM is a South African diversified mining and minerals company involved in the exploration and production of commodities such as iron ore, manganese, coal, copper, and platinum group metals.
  • D. ARM
    ARM is Microsoft Azure’s unified management and deployment service that enables users to provision, configure, and organize cloud resources through templates, APIs, and role-based access control.
  • E. ARM
    ARM is the station code used to identify Armidale railway station in New South Wales, Australia, within railway timetabling and ticketing systems.
  • 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: ARM
Triple: [Armed Forces of North Macedonia, abbreviation, ARM]
Generated description
ARM is the acronym for the Armed Forces of North Macedonia, the country's professional military responsible for national defense and participation in international peacekeeping missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ARM
Target entity description: ARM is the acronym for the Armed Forces of North Macedonia, the country's professional military responsible for national defense and participation in international peacekeeping missions.
  • A. ARM
    ARM is the three-letter International Olympic Committee country code representing Armenia in the Olympic Games.
  • B. ARM
    ARM is a family of energy-efficient RISC processor architectures widely used in mobile devices, embedded systems, and increasingly in laptops and servers.
  • C. ARM
    ARM is a South African diversified mining and minerals company involved in the exploration and production of commodities such as iron ore, manganese, coal, copper, and platinum group metals.
  • D. ARM
    ARM is the station code used to identify Plaza de Armas station within its transit network.
  • E. ARM
    ARM is the National Rail station code for Armadale railway station in West Lothian, Scotland.
  • 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_69d883813098819084f5409539723b59 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e300a248190a3d4ca96a0a176cf completed April 18, 2026, 7:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0058266b8c8190adc0974025553783 completed May 10, 2026, 10:04 a.m.
NEDg Description generation batch_6a0058919c148190b0fae3d33e62377f completed May 10, 2026, 10:06 a.m.
NED2 Entity disambiguation (via description) batch_6a0059da52dc8190ad1a4ed4a659be26 completed May 10, 2026, 10:11 a.m.
Created at: April 10, 2026, 5:13 a.m.