Triple

T19749662
Position Surface form Disambiguated ID Type / Status
Subject Shopee E474343 entity
Predicate operatesLogisticsService P5884 FINISHED
Object Shopee Express
Shopee Express is the dedicated logistics and delivery arm of Shopee, providing shipping and last-mile services for orders placed on the e-commerce platform.
E474343 NE FINISHED

How this triple was built (5 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: Shopee Express | Statement: [Shopee, operatesLogisticsService, Shopee Express]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shopee Express
Context triple: [Shopee, operatesLogisticsService, Shopee Express]
  • A. ShopeeFood
    ShopeeFood is an online food delivery platform operated by Shopee that connects users with restaurants and couriers through its mobile app and website.
  • B. Shopee
    Shopee is a major Southeast Asian e-commerce platform known for its mobile-first marketplace, wide range of products, and integrated digital payment and logistics services.
  • C. Longka
    Longka is the legendary island fortress city ruled by the demon king Ravana in the Hindu epic Ramayana.
  • D. SA Express
    SA Express was a South African regional airline that operated domestic and short-haul routes, often feeding traffic to larger national carriers.
  • E. Channel Express
    Channel Express was a British airline that operated cargo and passenger services before rebranding and evolving into the low-cost carrier Jet2.com.
  • 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: Shopee Express
Triple: [Shopee, operatesLogisticsService, Shopee Express]
Generated description
Shopee Express is the dedicated logistics and delivery arm of Shopee, providing shipping and last-mile services for orders placed on the e-commerce platform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shopee Express
Target entity description: Shopee Express is the dedicated logistics and delivery arm of Shopee, providing shipping and last-mile services for orders placed on the e-commerce platform.
  • A. ShopeeFood
    ShopeeFood is an online food delivery platform operated by Shopee that connects users with restaurants and couriers through its mobile app and website.
  • B. Shopee chosen
    Shopee is a major Southeast Asian e-commerce platform known for its mobile-first marketplace, wide range of products, and integrated digital payment and logistics services.
  • C. Longka
    Longka is the legendary island fortress city ruled by the demon king Ravana in the Hindu epic Ramayana.
  • D. SA Express
    SA Express was a South African regional airline that operated domestic and short-haul routes, often feeding traffic to larger national carriers.
  • E. Channel Express
    Channel Express was a British airline that operated cargo and passenger services before rebranding and evolving into the low-cost carrier Jet2.com.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: operatesLogisticsService
Context triple: [Shopee, operatesLogisticsService, Shopee Express]
  • A. logistics
    Indicates the organization, coordination, and management of how resources, goods, or information are efficiently moved and handled between entities.
  • B. operatesService chosen
    Indicates that an agent runs, manages, or provides a particular service.
  • C. cargoOperations
    Indicates the handling, movement, and management of cargo during loading, unloading, transfer, or storage activities.
  • D. logisticsFeature
    Indicates that something possesses a characteristic, capability, or function specifically related to logistics operations or processes.
  • E. usedLogisticsRoute
    Indicates that a particular logistics route was employed to transport or move goods or resources between locations.
  • F. None of above.

Provenance (6 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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65296fa80819085aa4a18153531cf completed April 20, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd62a4948190a18cb92909593839 completed May 16, 2026, 12:42 a.m.
NEDg Description generation batch_6a07be450e608190a008095b0502b2d3 completed May 16, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_6a07bed9c62c819088d8e32f92b3b147 completed May 16, 2026, 12:48 a.m.
PD Predicate disambiguation batch_69e5305016e08190b9561a96baecb0b8 completed April 19, 2026, 7:43 p.m.
Created at: April 10, 2026, 1:47 p.m.