Triple

T14388880
Position Surface form Disambiguated ID Type / Status
Subject Arm E356790 entity
Predicate customersInclude P33576 FINISHED
Object Qualcomm E29770 NE FINISHED

How this triple was built (3 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: Qualcomm | Statement: [Arm, customersInclude, Qualcomm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qualcomm
Context triple: [Arm, customersInclude, Qualcomm]
  • A. Qualcomm chosen
    Qualcomm is a leading American semiconductor and telecommunications company best known for designing Snapdragon mobile processors and developing key wireless technologies such as 3G, 4G, and 5G.
  • B. Broadcom
    Broadcom is a major global semiconductor and infrastructure software company known for its broad portfolio of chips and enterprise solutions used in networking, storage, broadband, and wireless communications.
  • C. Marvell Technology
    Marvell Technology is a semiconductor company known for designing and developing data infrastructure and storage solutions for enterprise, cloud, automotive, and carrier markets.
  • D. Flextronics International
    Flextronics International is a global electronics manufacturing services company that designs, builds, and services products for leading technology brands across various industries.
  • E. Infineon Technologies
    Infineon Technologies is a leading German semiconductor manufacturer known for its automotive, power, and security electronics solutions.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: customersInclude
Context triple: [Arm, customersInclude, Qualcomm]
  • A. hasCustomers chosen
    Indicates that an entity maintains a business relationship in which other entities purchase or receive its goods or services as customers.
  • B. customerGroup
    Indicates a relationship in which an entity belongs to, is classified under, or is associated with a particular group of customers.
  • C. customerType
    Indicates the classification or category assigned to a customer based on their characteristics, status, or relationship with a business.
  • D. staffIncluded
    Indicates that staff members are included or provided as part of the associated entity, service, or arrangement.
  • E. exportCustomer
    Indicates initiating the transfer or output of customer-related data from one system or context to another, typically for integration, backup, or reporting purposes.
  • F. None of above.

Provenance (4 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9029ef048190bdda5ee41618e720 completed April 14, 2026, 7:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd648409f48190b099cd137879487e completed May 8, 2026, 4:20 a.m.
PD Predicate disambiguation batch_69de2aa024c48190805df6a9d63deb10 completed April 14, 2026, 11:53 a.m.
Created at: April 10, 2026, 1:16 a.m.