Triple

T7346788
Position Surface form Disambiguated ID Type / Status
Subject Gojek E169399 entity
Predicate hasService P182 FINISHED
Object GoFood
GoFood is Gojek’s on-demand food delivery platform that connects users with a wide range of restaurants and food vendors.
E659407 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: GoFood | Statement: [Gojek, hasService, GoFood]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GoFood
Context triple: [Gojek, hasService, GoFood]
  • A. GrabFood
    GrabFood is a Southeast Asian on-demand food delivery service integrated into the Grab super app, connecting users with restaurants and couriers for meal orders and delivery.
  • B. Foodo people
    The Foodo people are an ethnic group in West Africa, primarily in Benin, known for their distinct cultural traditions and their use of the Foodo language.
  • C. easyFoodstore
    easyFoodstore is a low-cost supermarket chain in the UK, created by the easyGroup brand family to offer basic groceries at very low prices.
  • D. Foodpanda
    Foodpanda is an online food and grocery delivery platform operating across multiple countries, connecting customers with restaurants and shops via its app and website.
  • E. ShopeeFood
    ShopeeFood is an online food delivery platform operated by Shopee that connects users with restaurants and couriers through its mobile app and website.
  • 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: GoFood
Triple: [Gojek, hasService, GoFood]
Generated description
GoFood is Gojek’s on-demand food delivery platform that connects users with a wide range of restaurants and food vendors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GoFood
Target entity description: GoFood is Gojek’s on-demand food delivery platform that connects users with a wide range of restaurants and food vendors.
  • A. GrabFood
    GrabFood is a Southeast Asian on-demand food delivery service integrated into the Grab super app, connecting users with restaurants and couriers for meal orders and delivery.
  • B. Foodo people
    The Foodo people are an ethnic group in West Africa, primarily in Benin, known for their distinct cultural traditions and their use of the Foodo language.
  • C. easyFoodstore
    easyFoodstore is a low-cost supermarket chain in the UK, created by the easyGroup brand family to offer basic groceries at very low prices.
  • D. Foodpanda
    Foodpanda is an online food and grocery delivery platform operating across multiple countries, connecting customers with restaurants and shops via its app and website.
  • E. ShopeeFood
    ShopeeFood is an online food delivery platform operated by Shopee that connects users with restaurants and couriers through its mobile app and website.
  • 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_69c68a5878888190968ce4d04db8d69f completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0f0329c8190a0182e3bf62604e5 completed March 27, 2026, 9:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fa916ac881909acee8184b71dc85 completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fb05966c819089f47be0b9d32cb2 completed March 28, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69c7fddb63908190a5123ed8d7c9be1f completed March 28, 2026, 4:12 p.m.
Created at: March 27, 2026, 3:05 p.m.