Triple

T32333858
Position Surface form Disambiguated ID Type / Status
Subject Linnanmaa campus E826119 entity
Predicate hasTransportConnection P845 FINISHED
Object Oulu public bus network
The Oulu public bus network is the city’s primary public transportation system, providing extensive bus services that connect key districts, residential areas, and major destinations throughout Oulu.
 E2001973 NE FINISHED

How this triple was built (2 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: Oulu public bus network | Statement: [Linnanmaa campus, hasTransportConnection, Oulu public bus network]
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: Oulu public bus network
Triple: [Linnanmaa campus, hasTransportConnection, Oulu public bus network]
Generated description
The Oulu public bus network is the city’s primary public transportation system, providing extensive bus services that connect key districts, residential areas, and major destinations throughout Oulu.

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_69f34913d9048190befaa634025232be completed April 30, 2026, 12:20 p.m.
NER Named-entity recognition batch_69f6be155a10819082fa30e9b235aee9 completed May 3, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a3057267b188190abe68b242839fbe6 completed June 15, 2026, 7:48 p.m.
NEDg Description generation batch_6a305bafe1c881909f7ea4081438dd3c completed June 15, 2026, 8:08 p.m.
NED2 Entity disambiguation (via description) batch_6a305c29181c8190a51ed338c58c9fd5 completed June 15, 2026, 8:10 p.m.
Created at: May 1, 2026, 12:47 a.m.