Triple

T13013975
Position Surface form Disambiguated ID Type / Status
Subject Bernese Mittelland E322495 entity
Predicate containsCity P294 FINISHED
Object Langenthal
Langenthal is a town in the canton of Bern in Switzerland, known as a regional economic and transportation hub in the Bernese Mittelland.
E1025396 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: Langenthal | Statement: [Bernese Mittelland, containsCity, Langenthal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Langenthal
Context triple: [Bernese Mittelland, containsCity, Langenthal]
  • A. Scheyern
    Scheyern is a Bavarian municipality best known as the site of Scheyern Abbey, a historic Benedictine monastery and ancestral seat of the Wittelsbach family.
  • B. Feldstetten
    Feldstetten is a village in the Swabian Alb region of Baden-Württemberg, Germany, that forms part of the town of Laichingen.
  • C. Trappstadt
    Trappstadt is a small municipality in the district of Rhön-Grabfeld in northern Bavaria, Germany, known for its rural character and proximity to the Rhön Mountains.
  • D. Hagenberg
    Hagenberg is an Austrian town in Upper Austria known as a regional hub for computer science and technology, hosting institutions such as the Research Institute for Symbolic Computation.
  • E. Entzheim
    Entzheim is a commune in northeastern France, near Strasbourg, best known for hosting Strasbourg Airport.
  • 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: Langenthal
Triple: [Bernese Mittelland, containsCity, Langenthal]
Generated description
Langenthal is a town in the canton of Bern in Switzerland, known as a regional economic and transportation hub in the Bernese Mittelland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Langenthal
Target entity description: Langenthal is a town in the canton of Bern in Switzerland, known as a regional economic and transportation hub in the Bernese Mittelland.
  • A. Scheyern
    Scheyern is a Bavarian municipality best known as the site of Scheyern Abbey, a historic Benedictine monastery and ancestral seat of the Wittelsbach family.
  • B. Feldstetten
    Feldstetten is a village in the Swabian Alb region of Baden-Württemberg, Germany, that forms part of the town of Laichingen.
  • C. Trappstadt
    Trappstadt is a small municipality in the district of Rhön-Grabfeld in northern Bavaria, Germany, known for its rural character and proximity to the Rhön Mountains.
  • D. Hagenberg
    Hagenberg is an Austrian town in Upper Austria known as a regional hub for computer science and technology, hosting institutions such as the Research Institute for Symbolic Computation.
  • E. Entzheim
    Entzheim is a commune in northeastern France, near Strasbourg, best known for hosting Strasbourg Airport.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97ecbb8f4819094d55eb07cb5ad97 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ead058ac819091b13ddd25067869 completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6f151f25c8190a55714d980dd8c91 completed May 3, 2026, 6:55 a.m.
NED2 Entity disambiguation (via description) batch_69f6f1b5c67c8190a2216ef32c5420c9 completed May 3, 2026, 6:56 a.m.
Created at: April 9, 2026, 8:50 p.m.