Triple

T21955114
Position Surface form Disambiguated ID Type / Status
Subject Louvain-la-Neuve E542166 entity
Predicate hasDistrict P459 FINISHED
Object Biéreau
Biéreau is a residential and academic district within the planned university town of Louvain-la-Neuve in Walloon Brabant, Belgium.
E1510927 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: Biéreau | Statement: [Louvain-la-Neuve, hasDistrict, Biéreau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biéreau
Context triple: [Louvain-la-Neuve, hasDistrict, Biéreau]
  • A. Borduas
    Borduas is a provincial electoral district in Quebec, Canada, represented in the National Assembly.
  • B. Bertin
    Bertin is a French surname borne by various notable figures in French history, politics, and the arts.
  • C. La Brague
    La Brague is a small river in southeastern France that flows through the Alpes-Maritimes department and is known for the natural park and walking trails along its banks.
  • D. Belgentier
    Belgentier is a small commune in southeastern France’s Var department, known for its Provençal village charm and location in the valley of the Gapeau River.
  • E. Debré
    Debré is a notable French surname associated with several prominent figures in politics, medicine, and public life in France.
  • 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: Biéreau
Triple: [Louvain-la-Neuve, hasDistrict, Biéreau]
Generated description
Biéreau is a residential and academic district within the planned university town of Louvain-la-Neuve in Walloon Brabant, Belgium.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biéreau
Target entity description: Biéreau is a residential and academic district within the planned university town of Louvain-la-Neuve in Walloon Brabant, Belgium.
  • A. Borduas
    Borduas is a provincial electoral district in Quebec, Canada, represented in the National Assembly.
  • B. Bertin
    Bertin is a French surname borne by various notable figures in French history, politics, and the arts.
  • C. La Brague
    La Brague is a small river in southeastern France that flows through the Alpes-Maritimes department and is known for the natural park and walking trails along its banks.
  • D. Belgentier
    Belgentier is a small commune in southeastern France’s Var department, known for its Provençal village charm and location in the valley of the Gapeau River.
  • E. Debré
    Debré is a notable French surname associated with several prominent figures in politics, medicine, and public life in France.
  • 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_69e0c47ef0e48190a50e1bcc43f4b3fd completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1243f46dc819097e4a1849af7fba4 completed April 28, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a670672b481908b92e15245212e64 completed May 18, 2026, 1:10 a.m.
NEDg Description generation batch_6a0a67c29848819080860f13b4c9697b completed May 18, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0a686a0f208190977890119ffcff79 completed May 18, 2026, 1:16 a.m.
Created at: April 16, 2026, 7:59 p.m.