Triple

T1725772
Position Surface form Disambiguated ID Type / Status
Subject Oswestry E37491 entity
Predicate hasTwinTown P919 FINISHED
Object Orléans (historic association via Saint Oswald links, often cited culturally)
Orléans is a historic city in north-central France on the Loire River, renowned for its medieval heritage and strong association with Joan of Arc.
 E194820 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: Orléans (historic association via Saint Oswald links, often cited culturally) | Statement: [Oswestry, hasTwinTown, Orléans (historic association via Saint Oswald links, often cited culturally)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Orléans (historic association via Saint Oswald links, often cited culturally)
Context triple: [Oswestry, hasTwinTown, Orléans (historic association via Saint Oswald links, often cited culturally)]
  • A. Bayeux
    Bayeux is a historic town in Normandy, France, renowned for the medieval Bayeux Tapestry and its proximity to the D-Day landing beaches.
  • B. Bayeux
    Bayeux is a municipality in the Brazilian state of Paraíba, located in the northeastern region of the country and forming part of the João Pessoa metropolitan area.
  • C. City of Art and History (France)
    City of Art and History (France) is an official French heritage label awarded to towns and cities recognized for their rich architectural, historical, and cultural heritage and for their active efforts in preservation and public education.
  • D. Cordeliers Convent, Poitiers
    Cordeliers Convent in Poitiers was a Franciscan religious house in western France, historically notable as the burial site of Madame de Montespan, a famous mistress of King Louis XIV.
  • E. Abbey of Saint-Germain d’Auxerre
    The Abbey of Saint-Germain d’Auxerre is a historic Benedictine monastery in Auxerre, France, renowned for its early medieval architecture and some of the oldest surviving Christian frescoes in the country.
  • 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: Orléans (historic association via Saint Oswald links, often cited culturally)
Triple: [Oswestry, hasTwinTown, Orléans (historic association via Saint Oswald links, often cited culturally)]
Generated description
Orléans is a historic city in north-central France on the Loire River, renowned for its medieval heritage and strong association with Joan of Arc.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Orléans (historic association via Saint Oswald links, often cited culturally)
Target entity description: Orléans is a historic city in north-central France on the Loire River, renowned for its medieval heritage and strong association with Joan of Arc.
  • A. Bayeux
    Bayeux is a historic town in Normandy, France, renowned for the medieval Bayeux Tapestry and its proximity to the D-Day landing beaches.
  • B. Bayeux
    Bayeux is a municipality in the Brazilian state of Paraíba, located in the northeastern region of the country and forming part of the João Pessoa metropolitan area.
  • C. City of Art and History (France)
    City of Art and History (France) is an official French heritage label awarded to towns and cities recognized for their rich architectural, historical, and cultural heritage and for their active efforts in preservation and public education.
  • D. Cordeliers Convent, Poitiers
    Cordeliers Convent in Poitiers was a Franciscan religious house in western France, historically notable as the burial site of Madame de Montespan, a famous mistress of King Louis XIV.
  • E. Abbey of Saint-Germain d’Auxerre
    The Abbey of Saint-Germain d’Auxerre is a historic Benedictine monastery in Auxerre, France, renowned for its early medieval architecture and some of the oldest surviving Christian frescoes in the country.
  • 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa635cad5481908e6c04a230d3b0bb completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8af329a481908cbd3cf351fabfd5 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad957ce41881909f1e214ebf4b08a4 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97b479bc81908b5f75b5df41f577 completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.