Triple

T11653820
Position Surface form Disambiguated ID Type / Status
Subject Azure Resource Manager E276970 entity
Predicate alsoKnownAs P39 FINISHED
Object 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.
 E937575 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: [Azure Resource Manager, alsoKnownAs, ARM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ARM
Context triple: [Azure Resource Manager, alsoKnownAs, 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 the National Rail station code for Armadale railway station in West Lothian, Scotland.
  • E. ARM9
    ARM9 is a family of 32-bit RISC microprocessor cores from ARM designed for embedded systems, known for their balance of performance, power efficiency, and widespread use in consumer and industrial devices.
  • 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: [Azure Resource Manager, alsoKnownAs, ARM]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ARM
Target entity description: 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.
  • 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 the National Rail station code for Armadale railway station in West Lothian, Scotland.
  • E. ARM9
    ARM9 is a family of 32-bit RISC microprocessor cores from ARM designed for embedded systems, known for their balance of performance, power efficiency, and widespread use in consumer and industrial devices.
  • 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_69d6aafbb3c081908a9cdb4ecb8d981d completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a2d01f9c8190849f252f22519550 completed April 10, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee880eccc4819096e2b3305cdb3239 completed April 26, 2026, 9:47 p.m.
NEDg Description generation batch_69eeb315ebc48190a0f6ff0dc8afd462 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eecd954b348190bf2f3ad66acbf1b7 completed April 27, 2026, 2:44 a.m.
Created at: April 8, 2026, 9:39 p.m.