Triple

T576671
Position Surface form Disambiguated ID Type / Status
Subject ARM E13771 entity
Predicate developedBy P73 FINISHED
Object Arm Ltd.
Arm Ltd. is a British semiconductor and software design company best known for creating the ARM architecture used in the vast majority of the world’s mobile and embedded processors.
 E72126 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 Ltd. | Statement: [ARM, developedBy, Arm Ltd.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arm Ltd.
Context triple: [ARM, developedBy, Arm Ltd.]
  • A. Thomson SA
    Thomson SA was a major French electronics and media conglomerate known for its consumer electronics, broadcasting, and defense-related technologies.
  • B. Western European Armaments Group
    The Western European Armaments Group was a collaborative body within the Western European Union responsible for coordinating defense equipment procurement and armaments cooperation among its member states.
  • C. GKN Sankey
    GKN Sankey was a British engineering and manufacturing company best known for producing military vehicles and automotive components.
  • D. BAE Systems
    BAE Systems is a major British multinational defense, security, and aerospace company that designs and manufactures advanced military aircraft, naval vessels, and other defense technologies.
  • E. Pemberton-Billing Ltd
    Pemberton-Billing Ltd was a British aircraft manufacturing company founded by Noel Pemberton Billing that later evolved into the renowned Supermarine aviation firm.
  • 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 Ltd.
Triple: [ARM, developedBy, Arm Ltd.]
Generated description
Arm Ltd. is a British semiconductor and software design company best known for creating the ARM architecture used in the vast majority of the world’s mobile and embedded processors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arm Ltd.
Target entity description: Arm Ltd. is a British semiconductor and software design company best known for creating the ARM architecture used in the vast majority of the world’s mobile and embedded processors.
  • A. Thomson SA
    Thomson SA was a major French electronics and media conglomerate known for its consumer electronics, broadcasting, and defense-related technologies.
  • B. Western European Armaments Group
    The Western European Armaments Group was a collaborative body within the Western European Union responsible for coordinating defense equipment procurement and armaments cooperation among its member states.
  • C. GKN Sankey
    GKN Sankey was a British engineering and manufacturing company best known for producing military vehicles and automotive components.
  • D. BAE Systems
    BAE Systems is a major British multinational defense, security, and aerospace company that designs and manufactures advanced military aircraft, naval vessels, and other defense technologies.
  • E. Pemberton-Billing Ltd
    Pemberton-Billing Ltd was a British aircraft manufacturing company founded by Noel Pemberton Billing that later evolved into the renowned Supermarine aviation firm.
  • 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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49b68cc808190b1ba45bdad78443d completed March 1, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ff4db0248190b2b3ca0290467313 completed March 2, 2026, 3:09 a.m.
NEDg Description generation batch_69a500891de4819086b4599fb4ee328c completed March 2, 2026, 3:14 a.m.
NED2 Entity disambiguation (via description) batch_69a5010c65a881908cce2e1a3d9f158d completed March 2, 2026, 3:16 a.m.
Created at: March 1, 2026, 7:33 p.m.