Triple

T16139775
Position Surface form Disambiguated ID Type / Status
Subject Lurín River valley E391621 entity
Predicate partOf P40 FINISHED
Object Peruvian coastal valleys
Peruvian coastal valleys are narrow, fertile river valleys that cut through Peru’s arid Pacific desert, supporting intensive agriculture and dense human settlement along the coast.
E395002 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: Peruvian coastal valleys | Statement: [Lurín River valley, partOf, Peruvian coastal valleys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peruvian coastal valleys
Context triple: [Lurín River valley, partOf, Peruvian coastal valleys]
  • A. Andean valleys
    The Andean valleys are high-altitude, often fertile depressions nestled between the mountain ranges of the Andes, known for their distinctive climates, agriculture, and traditional Andean communities.
  • B. Central Coast of Peru
    The Central Coast of Peru is a densely populated coastal region centered around Lima, known for its arid climate, rich pre-Columbian and colonial history, and status as the country’s main political and economic hub.
  • C. southeastern Peru
    Southeastern Peru is a region of the country that includes the historic Andean area around Cusco and extends toward the Amazon Basin.
  • D. northern Peru
    Northern Peru is a geographic region of Peru known for its Andean highlands, rich pre-Columbian archaeological sites, and diverse coastal and jungle landscapes.
  • E. Pisco River valley
    The Pisco River valley is a fertile coastal valley in central Peru known for its agriculture, vineyards, and proximity to the Pacific Ocean.
  • 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: Peruvian coastal valleys
Triple: [Lurín River valley, partOf, Peruvian coastal valleys]
Generated description
Peruvian coastal valleys are narrow, fertile river valleys that cut through Peru’s arid Pacific desert, supporting intensive agriculture and dense human settlement along the coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peruvian coastal valleys
Target entity description: Peruvian coastal valleys are narrow, fertile river valleys that cut through Peru’s arid Pacific desert, supporting intensive agriculture and dense human settlement along the coast.
  • A. Andean valleys
    The Andean valleys are high-altitude, often fertile depressions nestled between the mountain ranges of the Andes, known for their distinctive climates, agriculture, and traditional Andean communities.
  • B. Central Coast of Peru
    The Central Coast of Peru is a densely populated coastal region centered around Lima, known for its arid climate, rich pre-Columbian and colonial history, and status as the country’s main political and economic hub.
  • C. southeastern Peru
    Southeastern Peru is a region of the country that includes the historic Andean area around Cusco and extends toward the Amazon Basin.
  • D. northern Peru
    Northern Peru is a geographic region of Peru known for its Andean highlands, rich pre-Columbian archaeological sites, and diverse coastal and jungle landscapes.
  • E. Pisco River valley chosen
    The Pisco River valley is a fertile coastal valley in central Peru known for its agriculture, vineyards, and proximity to the Pacific Ocean.
  • F. None of above.

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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21a07b7908190b4e1ec57f60a9274 completed April 17, 2026, 11:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2b75988819094baaff8f53f48ce completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff36d39f48190bb48a1821f08664a completed May 10, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69fff3f2760c8190a58fedc2798614ae completed May 10, 2026, 2:56 a.m.
Created at: April 10, 2026, 5:01 a.m.