Triple

T4259642
Position Surface form Disambiguated ID Type / Status
Subject Épernay E96071 entity
Predicate hasDemonym P191 FINISHED
Object Sparnacien
Sparnacien is the French demonym for an inhabitant of the town of Épernay in the Champagne region.
 E427455 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: Sparnacien | Statement: [Épernay, hasDemonym, Sparnacien]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sparnacien
Context triple: [Épernay, hasDemonym, Sparnacien]
  • A. Artoklasia
    Artoklasia is an Eastern Orthodox liturgical rite involving the blessing and sharing of loaves of bread, wine, and oil as a sign of God’s providence and communal thanksgiving.
  • B. Bortigiadas
    Bortigiadas is a small municipality in the Gallura region of northern Sardinia, Italy, known for its rural landscape and traditional Sardinian culture.
  • C. The Feast
    "The Feast" is a notable painting by Georgian modernist artist Lado Gudiashvili, reflecting his distinctive, fantastical style and exploration of national themes.
  • D. La Forclaz
    La Forclaz is a small Swiss village in the Valais region, known for its alpine setting in the Dranse river valley and access to nearby mountain landscapes.
  • E. The Ramainz
    The Ramainz were a punk rock band formed by former members of the Ramones to perform and celebrate the classic Ramones repertoire.
  • 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: Sparnacien
Triple: [Épernay, hasDemonym, Sparnacien]
Generated description
Sparnacien is the French demonym for an inhabitant of the town of Épernay in the Champagne region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sparnacien
Target entity description: Sparnacien is the French demonym for an inhabitant of the town of Épernay in the Champagne region.
  • A. Artoklasia
    Artoklasia is an Eastern Orthodox liturgical rite involving the blessing and sharing of loaves of bread, wine, and oil as a sign of God’s providence and communal thanksgiving.
  • B. Bortigiadas
    Bortigiadas is a small municipality in the Gallura region of northern Sardinia, Italy, known for its rural landscape and traditional Sardinian culture.
  • C. The Feast
    "The Feast" is a notable painting by Georgian modernist artist Lado Gudiashvili, reflecting his distinctive, fantastical style and exploration of national themes.
  • D. La Forclaz
    La Forclaz is a small Swiss village in the Valais region, known for its alpine setting in the Dranse river valley and access to nearby mountain landscapes.
  • E. The Ramainz
    The Ramainz were a punk rock band formed by former members of the Ramones to perform and celebrate the classic Ramones repertoire.
  • 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_69b3454095ac81909c2494f7ff294af1 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34f7fe7348190baed8d214268b756 completed March 12, 2026, 11:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b78825508190b2b6ca46c8e1b27c completed March 14, 2026, 7:31 p.m.
NEDg Description generation batch_69b5b84b58a081909618d0c108317f92 completed March 14, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_69b5b8be90c88190a4852c625e326f6b completed March 14, 2026, 7:36 p.m.
Created at: March 12, 2026, 11:06 p.m.