Triple

T16972780
Position Surface form Disambiguated ID Type / Status
Subject Cambo-les-Bains E411727 entity
Predicate hasCulturalHeritage P3114 FINISHED
Object Basque architecture
Basque architecture is a regional architectural style from the Basque Country characterized by whitewashed facades, exposed timber framing, and brightly colored wooden details, especially on balconies and shutters.
E1242612 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: Basque architecture | Statement: [Cambo-les-Bains, hasCulturalHeritage, Basque architecture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Basque architecture
Context triple: [Cambo-les-Bains, hasCulturalHeritage, Basque architecture]
  • A. Pyrenean architecture
    Pyrenean architecture is a traditional mountain building style of the Pyrenees characterized by stone houses with steep slate roofs, small windows, and structures adapted to harsh alpine climates.
  • B. Herrerian architecture
    Herrerian architecture is a severe, monumental style of the late Spanish Renaissance characterized by geometric rigor, minimal ornamentation, and vast, austere façades, exemplified by the Escorial.
  • C. Andalusian architecture
    Andalusian architecture is a distinctive style that blends Islamic, Christian, and local Iberian influences, characterized by features such as horseshoe arches, intricate tilework, courtyards, and ornamental stucco.
  • D. Spanish Building
    The Spanish Building is a historic wing of Cologne City Hall in Germany, notable for its Renaissance architecture and richly decorated façade.
  • E. Spanish Gothic architecture
    Spanish Gothic architecture is a regional form of Gothic design in Spain characterized by its fusion of French Gothic structural principles with local Iberian traditions, resulting in richly ornamented cathedrals, complex vaulting, and distinctive decorative details.
  • 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: Basque architecture
Triple: [Cambo-les-Bains, hasCulturalHeritage, Basque architecture]
Generated description
Basque architecture is a regional architectural style from the Basque Country characterized by whitewashed facades, exposed timber framing, and brightly colored wooden details, especially on balconies and shutters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Basque architecture
Target entity description: Basque architecture is a regional architectural style from the Basque Country characterized by whitewashed facades, exposed timber framing, and brightly colored wooden details, especially on balconies and shutters.
  • A. Pyrenean architecture
    Pyrenean architecture is a traditional mountain building style of the Pyrenees characterized by stone houses with steep slate roofs, small windows, and structures adapted to harsh alpine climates.
  • B. Herrerian architecture
    Herrerian architecture is a severe, monumental style of the late Spanish Renaissance characterized by geometric rigor, minimal ornamentation, and vast, austere façades, exemplified by the Escorial.
  • C. Andalusian architecture
    Andalusian architecture is a distinctive style that blends Islamic, Christian, and local Iberian influences, characterized by features such as horseshoe arches, intricate tilework, courtyards, and ornamental stucco.
  • D. Spanish Building
    The Spanish Building is a historic wing of Cologne City Hall in Germany, notable for its Renaissance architecture and richly decorated façade.
  • E. Spanish Gothic architecture
    Spanish Gothic architecture is a regional form of Gothic design in Spain characterized by its fusion of French Gothic structural principles with local Iberian traditions, resulting in richly ornamented cathedrals, complex vaulting, and distinctive decorative details.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d0ae47f08190a13e98d20aba7f16 completed April 18, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d4738fbc819099e8281ebc777091 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d51835c48190b1a37de6ac25ceaa completed May 10, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_6a00d59b96108190a0e55f01529a0b64 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:31 a.m.