Triple

T12589045
Position Surface form Disambiguated ID Type / Status
Subject Bourg-lès-Valence E300549 entity
Predicate demonym P191 FINISHED
Object Bourcains
Bourcains are the inhabitants of Bourg-lès-Valence, a commune in the Drôme department of southeastern France.
 E993299 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: Bourcains | Statement: [Bourg-lès-Valence, demonym, Bourcains]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bourcains
Context triple: [Bourg-lès-Valence, demonym, Bourcains]
  • A. Echichens
    Echichens is a municipality in the canton of Vaud in western Switzerland, located near the shores of Lake Geneva.
  • B. Cesqeaux
    Cesqeaux is a Dutch DJ and electronic music producer known for his energetic trap and bass-heavy festival tracks.
  • C. Sauvy
    Sauvy is a French surname most notably borne by Alfred Sauvy, a prominent demographer, sociologist, and economist.
  • D. Barradères
    Barradères is a coastal commune and fishing town in Haiti located within the Nippes Department.
  • E. Vaucelles
    Vaucelles is a locality in northern France historically notable as the site where the Treaty of Vaucelles was concluded in 1556.
  • 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: Bourcains
Triple: [Bourg-lès-Valence, demonym, Bourcains]
Generated description
Bourcains are the inhabitants of Bourg-lès-Valence, a commune in the Drôme department of southeastern France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bourcains
Target entity description: Bourcains are the inhabitants of Bourg-lès-Valence, a commune in the Drôme department of southeastern France.
  • A. Echichens
    Echichens is a municipality in the canton of Vaud in western Switzerland, located near the shores of Lake Geneva.
  • B. Cesqeaux
    Cesqeaux is a Dutch DJ and electronic music producer known for his energetic trap and bass-heavy festival tracks.
  • C. Sauvy
    Sauvy is a French surname most notably borne by Alfred Sauvy, a prominent demographer, sociologist, and economist.
  • D. Barradères
    Barradères is a coastal commune and fishing town in Haiti located within the Nippes Department.
  • E. Vaucelles
    Vaucelles is a locality in northern France historically notable as the site where the Treaty of Vaucelles was concluded in 1556.
  • 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_69d7bde87b648190bcd0266e9efde098 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954bd5e8c8190a2f233b91682341f completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ec0a60c8190948706e8b2fcc0ad completed May 2, 2026, 8:29 p.m.
NEDg Description generation batch_69f662cc2a208190870e2099a8bb5d04 completed May 2, 2026, 8:47 p.m.
NED2 Entity disambiguation (via description) batch_69f6638319d48190ba73480ce6e91d83 completed May 2, 2026, 8:50 p.m.
Created at: April 9, 2026, 5:06 p.m.