Triple

T2820898
Position Surface form Disambiguated ID Type / Status
Subject Loulé coastline E54805 entity
Predicate hasBeach P1922 FINISHED
Object Praia de Vale do Lobo
Praia de Vale do Lobo is a popular golden-sand beach in Portugal’s Algarve region, known for its striking red cliffs, upscale resort setting, and golf courses overlooking the Atlantic Ocean.
E308015 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: Praia de Vale do Lobo | Statement: [Loulé coastline, hasBeach, Praia de Vale do Lobo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Praia de Vale do Lobo
Context triple: [Loulé coastline, hasBeach, Praia de Vale do Lobo]
  • A. Praia da Rocha
    Praia da Rocha is a famous beach resort area in Portugal’s Algarve region, known for its wide sandy beach, striking cliffs, and vibrant nightlife.
  • B. Praia da Oura
    Praia da Oura is a popular sandy beach in Portugal’s Algarve region, known for its lively atmosphere, golden cliffs, and proximity to the resort town of Albufeira.
  • C. Praia da Marinha
    Praia da Marinha is a famous Algarve beach in southern Portugal, renowned for its dramatic limestone cliffs, clear turquoise waters, and picturesque rock formations.
  • D. Praia de Alvor
    Praia de Alvor is a popular sandy beach in the Algarve region of southern Portugal, known for its wide shoreline, calm waters, and scenic boardwalks through nearby dunes and wetlands.
  • E. Praia de Monte Clérigo
    Praia de Monte Clérigo is a scenic, relatively unspoiled sandy beach on Portugal’s Algarve west coast, known for its rugged cliffs, surf-friendly waves, and relaxed village atmosphere.
  • 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: Praia de Vale do Lobo
Triple: [Loulé coastline, hasBeach, Praia de Vale do Lobo]
Generated description
Praia de Vale do Lobo is a popular golden-sand beach in Portugal’s Algarve region, known for its striking red cliffs, upscale resort setting, and golf courses overlooking the Atlantic Ocean.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Praia de Vale do Lobo
Target entity description: Praia de Vale do Lobo is a popular golden-sand beach in Portugal’s Algarve region, known for its striking red cliffs, upscale resort setting, and golf courses overlooking the Atlantic Ocean.
  • A. Praia da Rocha
    Praia da Rocha is a famous beach resort area in Portugal’s Algarve region, known for its wide sandy beach, striking cliffs, and vibrant nightlife.
  • B. Praia da Oura
    Praia da Oura is a popular sandy beach in Portugal’s Algarve region, known for its lively atmosphere, golden cliffs, and proximity to the resort town of Albufeira.
  • C. Praia da Marinha
    Praia da Marinha is a famous Algarve beach in southern Portugal, renowned for its dramatic limestone cliffs, clear turquoise waters, and picturesque rock formations.
  • D. Praia de Alvor
    Praia de Alvor is a popular sandy beach in the Algarve region of southern Portugal, known for its wide shoreline, calm waters, and scenic boardwalks through nearby dunes and wetlands.
  • E. Praia de Monte Clérigo
    Praia de Monte Clérigo is a scenic, relatively unspoiled sandy beach on Portugal’s Algarve west coast, known for its rugged cliffs, surf-friendly waves, and relaxed village atmosphere.
  • 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_69ab49e100c0819082a40cb797383243 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde6e85008190a08eb2bf8e393e7e completed March 7, 2026, 8:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0312dd4848190b30f6fcc11c2c954 completed March 10, 2026, 2:56 p.m.
NEDg Description generation batch_69b0330cb3a08190a36aa49f6733a539 completed March 10, 2026, 3:04 p.m.
NED2 Entity disambiguation (via description) batch_69b0384a8aec8190beb70b8dd2612e48 completed March 10, 2026, 3:27 p.m.
Created at: March 6, 2026, 9:59 p.m.