Triple

T16914413
Position Surface form Disambiguated ID Type / Status
Subject HSL E410284 entity
Predicate maintains P1580 FINISHED
Object HSL journey planner
HSL journey planner is an online and mobile service that helps users plan public transport routes and schedules in the Helsinki region.
 E1239880 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: HSL journey planner | Statement: [HSL, maintains, HSL journey planner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HSL journey planner
Context triple: [HSL, maintains, HSL journey planner]
  • A. Moovit
    Moovit is a popular mobility-as-a-service app that provides real-time public transit information and navigation for cities worldwide.
  • B. Cloudflare Magic Transit
    Cloudflare Magic Transit is a network security and performance service that protects and accelerates on-premise and hybrid network infrastructure by routing traffic through Cloudflare’s global Anycast network.
  • C. regional Train Advise Assist Commands
    The regional Train Advise Assist Commands are NATO-led headquarters in Afghanistan responsible for training, advising, and assisting Afghan security forces within designated regions under the Resolute Support Mission.
  • D. Navigation Road tram stop
    Navigation Road tram stop is a Metrolink light-rail station in Greater Manchester that provides local tram services connecting the surrounding suburbs, including Timperley, to the wider network.
  • E. HAFAS: GOS
    HAFAS: GOS is the public transport timetable system code used to identify Goslar railway station in Germany.
  • 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: HSL journey planner
Triple: [HSL, maintains, HSL journey planner]
Generated description
HSL journey planner is an online and mobile service that helps users plan public transport routes and schedules in the Helsinki region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HSL journey planner
Target entity description: HSL journey planner is an online and mobile service that helps users plan public transport routes and schedules in the Helsinki region.
  • A. Moovit
    Moovit is a popular mobility-as-a-service app that provides real-time public transit information and navigation for cities worldwide.
  • B. Cloudflare Magic Transit
    Cloudflare Magic Transit is a network security and performance service that protects and accelerates on-premise and hybrid network infrastructure by routing traffic through Cloudflare’s global Anycast network.
  • C. regional Train Advise Assist Commands
    The regional Train Advise Assist Commands are NATO-led headquarters in Afghanistan responsible for training, advising, and assisting Afghan security forces within designated regions under the Resolute Support Mission.
  • D. Navigation Road tram stop
    Navigation Road tram stop is a Metrolink light-rail station in Greater Manchester that provides local tram services connecting the surrounding suburbs, including Timperley, to the wider network.
  • E. HAFAS: GOS
    HAFAS: GOS is the public transport timetable system code used to identify Goslar railway station in Germany.
  • 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_69d886c7b1e481908c3766dfa8c13458 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3ca3f1a2c8190a512ccc09a080eb4 completed April 18, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c7be679c8190b9d0b0b9cfe185d3 completed May 10, 2026, 6 p.m.
NEDg Description generation batch_6a00c9059a2c819099ede5a7b6e25b18 completed May 10, 2026, 6:05 p.m.
NED2 Entity disambiguation (via description) batch_6a00c9d1c6a0819083635b8246cc82e7 completed May 10, 2026, 6:09 p.m.
Created at: April 10, 2026, 5:30 a.m.