Triple

T7346509
Position Surface form Disambiguated ID Type / Status
Subject GrabPay E169393 entity
Predicate availableOn P1278 FINISHED
Object Grab app
Grab app is a Southeast Asian super-app that offers ride-hailing, food delivery, digital payments, and various on-demand services through a single mobile platform.
E659397 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: Grab app | Statement: [GrabPay, availableOn, Grab app]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grab app
Context triple: [GrabPay, availableOn, Grab app]
  • A. Google app
    The Google app is a mobile application by Google that provides integrated search, personalized information, and smart assistant features on Android and iOS devices.
  • B. App Library for iOS
    App Library for iOS is a feature that automatically organizes iPhone apps into categorized collections and a single, streamlined view to simplify app management and access.
  • C. World App
    World App is a mobile cryptocurrency wallet developed for the Worldcoin ecosystem, enabling users to manage digital assets and interact with Worldcoin’s identity and financial services.
  • D. Bravo app
    Bravo app is a mobile application that extends the Bravo television network’s brand by offering on-the-go access to its shows, clips, and related interactive content.
  • E. Files app
    The Files app is Apple’s file management application for iPadOS that lets users browse, organize, and access documents and cloud storage in a unified interface.
  • 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: Grab app
Triple: [GrabPay, availableOn, Grab app]
Generated description
Grab app is a Southeast Asian super-app that offers ride-hailing, food delivery, digital payments, and various on-demand services through a single mobile platform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grab app
Target entity description: Grab app is a Southeast Asian super-app that offers ride-hailing, food delivery, digital payments, and various on-demand services through a single mobile platform.
  • A. Google app
    The Google app is a mobile application by Google that provides integrated search, personalized information, and smart assistant features on Android and iOS devices.
  • B. App Library for iOS
    App Library for iOS is a feature that automatically organizes iPhone apps into categorized collections and a single, streamlined view to simplify app management and access.
  • C. World App
    World App is a mobile cryptocurrency wallet developed for the Worldcoin ecosystem, enabling users to manage digital assets and interact with Worldcoin’s identity and financial services.
  • D. Bravo app
    Bravo app is a mobile application that extends the Bravo television network’s brand by offering on-the-go access to its shows, clips, and related interactive content.
  • E. Files app
    The Files app is Apple’s file management application for iPadOS that lets users browse, organize, and access documents and cloud storage in a unified interface.
  • 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.