Triple

T5023409
Position Surface form Disambiguated ID Type / Status
Subject Valenciennes E112910 entity
Predicate subprefectureSeatOf P35773 FINISHED
Object arrondissement of Valenciennes E486119 NE FINISHED

How this triple was built (3 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: arrondissement of Valenciennes | Statement: [Valenciennes, subprefectureSeatOf, arrondissement of Valenciennes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: arrondissement of Valenciennes
Context triple: [Valenciennes, subprefectureSeatOf, arrondissement of Valenciennes]
  • A. arrondissement of Valenciennes chosen
    The arrondissement of Valenciennes is an administrative district in the Nord department of northern France, centered on the city of Valenciennes and comprising several cantons and communes.
  • B. arrondissement of Douai
    The arrondissement of Douai is an administrative district in the Nord department of northern France, centered on the city of Douai and grouping several surrounding communes.
  • C. Arrondissement of Saint-Omer
    The Arrondissement of Saint-Omer is an administrative district in the Pas-de-Calais department of northern France, centered around the historic town of Saint-Omer and comprising several surrounding communes.
  • D. arrondissement of Lille
    The arrondissement of Lille is an administrative district in the Nord department of northern France, centered on the city of Lille and comprising numerous surrounding communes.
  • E. arrondissement of Cambrai
    The arrondissement of Cambrai is an administrative district in the Nord department of northern France, centered on the town of Cambrai and comprising several cantons and communes.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: subprefectureSeatOf
Context triple: [Valenciennes, subprefectureSeatOf, arrondissement of Valenciennes]
  • A. subprefectureOf chosen
    Indicates that one administrative subprefecture is a subordinate division within and officially belongs to a larger governing region or prefecture.
  • B. prefectureCapital
    Indicates that a city serves as the administrative capital of a given prefecture.
  • C. isPrefecturalCityOf
    Indicates that a city holds the administrative status of a prefecture-level city within a given region or country.
  • D. subprefecture
    Indicates that an entity is a subprefecture (an administrative subdivision) of another administrative region or jurisdiction.
  • E. hostPrefecture
    Indicates the prefecture that serves as the host location for an event, activity, or entity.
  • F. None of above.

Provenance (4 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73670578819099a56112950708a8 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c60de2c81908208f93a4bd0ce55 completed March 21, 2026, 1:25 p.m.
PD Predicate disambiguation batch_69bd714ecfe08190b5830cfc1c74fa17 completed March 20, 2026, 4:09 p.m.
Created at: March 20, 2026, 1:36 p.m.