Triple

T2212086
Position Surface form Disambiguated ID Type / Status
Subject Geneva public transport network E50939 entity
Predicate hasMobileApp P1395 FINISHED
Object TPG application
TPG application is the official mobile app that allows users to plan trips, access real-time information, and purchase tickets for Geneva’s public transport network.
E245719 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: TPG application | Statement: [Geneva public transport network, hasMobileApp, TPG application]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TPG application
Context triple: [Geneva public transport network, hasMobileApp, TPG application]
  • A. APG
    APG is an internationally recognized collaborative group of botanists that develops and maintains a modern, phylogeny-based classification system for flowering plants.
  • B. STM mobile app
    STM mobile app is the official mobile application of Montréal’s public transit agency, providing users with tools to plan trips, check schedules, and access real-time transit information.
  • C. Delta mobile app
    The Delta mobile app is Delta Air Lines’ official smartphone application that lets travelers search and book flights, manage reservations, check in, access boarding passes, and track flights on the go.
  • D. Syl Apps
    Syl Apps was a Canadian professional ice hockey centre and Hall of Famer best known as a star player for the Toronto Maple Leafs in the 1930s and 1940s.
  • E. Appar
    Appar was a prominent 7th-century Tamil Shaivite saint and poet whose devotional hymns greatly shaped the Bhakti movement in South India.
  • 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: TPG application
Triple: [Geneva public transport network, hasMobileApp, TPG application]
Generated description
TPG application is the official mobile app that allows users to plan trips, access real-time information, and purchase tickets for Geneva’s public transport network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TPG application
Target entity description: TPG application is the official mobile app that allows users to plan trips, access real-time information, and purchase tickets for Geneva’s public transport network.
  • A. APG
    APG is an internationally recognized collaborative group of botanists that develops and maintains a modern, phylogeny-based classification system for flowering plants.
  • B. STM mobile app
    STM mobile app is the official mobile application of Montréal’s public transit agency, providing users with tools to plan trips, check schedules, and access real-time transit information.
  • C. Delta mobile app
    The Delta mobile app is Delta Air Lines’ official smartphone application that lets travelers search and book flights, manage reservations, check in, access boarding passes, and track flights on the go.
  • D. Syl Apps
    Syl Apps was a Canadian professional ice hockey centre and Hall of Famer best known as a star player for the Toronto Maple Leafs in the 1930s and 1940s.
  • E. Appar
    Appar was a prominent 7th-century Tamil Shaivite saint and poet whose devotional hymns greatly shaped the Bhakti movement in South India.
  • 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_69a88b06709c8190978fb2418470d1b6 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfecea6c8190b762bbfda8490e31 completed March 7, 2026, 6:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae655245c48190a37f4b6344a9a3dc completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae66579c008190876ce89581337293 completed March 9, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae668ef8bc819085ed1c83f447d396 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:46 p.m.