Triple

T14288042
Position Surface form Disambiguated ID Type / Status
Subject Piura Region E354229 entity
Predicate hasCity P316 FINISHED
Object Talara
Talara is a coastal city in northwestern Peru known for its important oil industry and nearby Pacific beaches.
 E1092672 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: Talara | Statement: [Piura Region, hasCity, Talara]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talara
Context triple: [Piura Region, hasCity, Talara]
  • A. Pucallpa
    Pucallpa is a major city in eastern Peru, located in the Amazon rainforest along the Ucayali River and serving as an important regional commercial and transportation hub.
  • B. Santiago de Chuco
    Santiago de Chuco is a town in northern Peru best known as the birthplace of influential poet César Vallejo and for its Andean cultural and historical significance.
  • C. Huacaypata
    Huacaypata was the main ceremonial and administrative square of the Inca capital Cusco, serving as a central stage for religious rituals, military parades, and imperial celebrations.
  • D. Oxapampa
    Oxapampa is a town in central Peru known for its German-Austrian immigrant heritage, dairy farming, and lush cloud-forest surroundings in the Andean foothills.
  • E. Vilcashuamán
    Vilcashuamán is a historic Andean town in Peru known for its well-preserved Inca archaeological complex, including temples, terraces, and ceremonial structures.
  • 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: Talara
Triple: [Piura Region, hasCity, Talara]
Generated description
Talara is a coastal city in northwestern Peru known for its important oil industry and nearby Pacific beaches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talara
Target entity description: Talara is a coastal city in northwestern Peru known for its important oil industry and nearby Pacific beaches.
  • A. Pucallpa
    Pucallpa is a major city in eastern Peru, located in the Amazon rainforest along the Ucayali River and serving as an important regional commercial and transportation hub.
  • B. Santiago de Chuco
    Santiago de Chuco is a town in northern Peru best known as the birthplace of influential poet César Vallejo and for its Andean cultural and historical significance.
  • C. Huacaypata
    Huacaypata was the main ceremonial and administrative square of the Inca capital Cusco, serving as a central stage for religious rituals, military parades, and imperial celebrations.
  • D. Oxapampa
    Oxapampa is a town in central Peru known for its German-Austrian immigrant heritage, dairy farming, and lush cloud-forest surroundings in the Andean foothills.
  • E. Vilcashuamán
    Vilcashuamán is a historic Andean town in Peru known for its well-preserved Inca archaeological complex, including temples, terraces, and ceremonial structures.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de698023288190b1d705235c2b2ca3 completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd46812ed48190b879afe9a93784e8 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd47168e0081908176620420498ff7 completed May 8, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69fd47eb7db08190a68f60b255073d8d completed May 8, 2026, 2:18 a.m.
Created at: April 10, 2026, 1:11 a.m.