Triple

T19905529
Position Surface form Disambiguated ID Type / Status
Subject Brig E478403 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Höhere Fachschule für Tourismus (HFT) Brig
Höhere Fachschule für Tourismus (HFT) Brig is a Swiss higher vocational college in Brig specializing in professional tourism and hospitality management education.
E1400800 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: Höhere Fachschule für Tourismus (HFT) Brig | Statement: [Brig, hasEducationalInstitution, Höhere Fachschule für Tourismus (HFT) Brig]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Höhere Fachschule für Tourismus (HFT) Brig
Context triple: [Brig, hasEducationalInstitution, Höhere Fachschule für Tourismus (HFT) Brig]
  • A. University of Applied Sciences of the Grisons
    The University of Applied Sciences of the Grisons is a Swiss university of applied sciences offering practice-oriented higher education and research programs in fields such as business, technology, and tourism.
  • B. Lucerne University of Applied Sciences and Arts
    Lucerne University of Applied Sciences and Arts is a Swiss public university of applied sciences offering practice-oriented education and research in fields such as engineering, business, social work, art, and music.
  • C. Hochschule Biberach University of Applied Sciences
    Hochschule Biberach University of Applied Sciences is a German applied sciences university known for its practice-oriented programs in fields such as construction, energy, and business, located in the town of Biberach an der Riß in Baden-Württemberg.
  • D. FH Kufstein Tirol University of Applied Sciences
    FH Kufstein Tirol University of Applied Sciences is an Austrian university of applied sciences in Tyrol offering practice-oriented degree programs in fields such as business, management, and technology.
  • E. Fachhochschule Steyr
    Fachhochschule Steyr is a university of applied sciences in Steyr, Austria, specializing in practice-oriented business, management, and technology degree programs.
  • 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: Höhere Fachschule für Tourismus (HFT) Brig
Triple: [Brig, hasEducationalInstitution, Höhere Fachschule für Tourismus (HFT) Brig]
Generated description
Höhere Fachschule für Tourismus (HFT) Brig is a Swiss higher vocational college in Brig specializing in professional tourism and hospitality management education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Höhere Fachschule für Tourismus (HFT) Brig
Target entity description: Höhere Fachschule für Tourismus (HFT) Brig is a Swiss higher vocational college in Brig specializing in professional tourism and hospitality management education.
  • A. University of Applied Sciences of the Grisons
    The University of Applied Sciences of the Grisons is a Swiss university of applied sciences offering practice-oriented higher education and research programs in fields such as business, technology, and tourism.
  • B. Lucerne University of Applied Sciences and Arts
    Lucerne University of Applied Sciences and Arts is a Swiss public university of applied sciences offering practice-oriented education and research in fields such as engineering, business, social work, art, and music.
  • C. Hochschule Biberach University of Applied Sciences
    Hochschule Biberach University of Applied Sciences is a German applied sciences university known for its practice-oriented programs in fields such as construction, energy, and business, located in the town of Biberach an der Riß in Baden-Württemberg.
  • D. FH Kufstein Tirol University of Applied Sciences
    FH Kufstein Tirol University of Applied Sciences is an Austrian university of applied sciences in Tyrol offering practice-oriented degree programs in fields such as business, management, and technology.
  • E. Fachhochschule Steyr
    Fachhochschule Steyr is a university of applied sciences in Steyr, Austria, specializing in practice-oriented business, management, and technology degree programs.
  • 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_69d8e520682081909892916424699bd5 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65946916881909c3f52208c07aa64 completed April 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea494af08190ac8c43797bff5012 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07ee6d8ef481908987eef826425806 completed May 16, 2026, 4:11 a.m.
NED2 Entity disambiguation (via description) batch_6a07eec5b4788190b697a0b7382b5c2b completed May 16, 2026, 4:12 a.m.
Created at: April 10, 2026, 1:52 p.m.