Triple

T2531412
Position Surface form Disambiguated ID Type / Status
Subject Río Choapa E56166 entity
Predicate hasValley P650 FINISHED
Object Valle del Choapa
Valle del Choapa is a fertile river valley in Chile’s Coquimbo Region, known for its agriculture, mining activity, and production of pisco grapes.
 E56166 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: Valle del Choapa | Statement: [Río Choapa, hasValley, Valle del Choapa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Valle del Choapa
Context triple: [Río Choapa, hasValley, Valle del Choapa]
  • A. Río Choapa
    Río Choapa is a river in Chile’s Coquimbo Region that flows westward from the Andes to the Pacific Ocean, supporting agriculture and local communities along its valley.
  • B. Alto Maipo
    Alto Maipo is a high-altitude subregion of Chile’s Maipo Valley renowned for producing structured, age-worthy Cabernet Sauvignon and other premium red wines.
  • C. Chilean Norte Grande
    The Chilean Norte Grande is the arid, mineral-rich northern macro-region of Chile, encompassing the Atacama Desert and major mining areas near the Peruvian and Bolivian borders.
  • D. El Chañar
    El Chañar is a small rural settlement located in the Río Hurtado area of Chile’s Coquimbo Region.
  • E. Quirihue
    Quirihue is a small city in central Chile that serves as the capital of the Itata Province in the Ñuble Region.
  • 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: Valle del Choapa
Triple: [Río Choapa, hasValley, Valle del Choapa]
Generated description
Valle del Choapa is a fertile river valley in Chile’s Coquimbo Region, known for its agriculture, mining activity, and production of pisco grapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Valle del Choapa
Target entity description: Valle del Choapa is a fertile river valley in Chile’s Coquimbo Region, known for its agriculture, mining activity, and production of pisco grapes.
  • A. Río Choapa chosen
    Río Choapa is a river in Chile’s Coquimbo Region that flows westward from the Andes to the Pacific Ocean, supporting agriculture and local communities along its valley.
  • B. Alto Maipo
    Alto Maipo is a high-altitude subregion of Chile’s Maipo Valley renowned for producing structured, age-worthy Cabernet Sauvignon and other premium red wines.
  • C. Chilean Norte Grande
    The Chilean Norte Grande is the arid, mineral-rich northern macro-region of Chile, encompassing the Atacama Desert and major mining areas near the Peruvian and Bolivian borders.
  • D. El Chañar
    El Chañar is a small rural settlement located in the Río Hurtado area of Chile’s Coquimbo Region.
  • E. Quirihue
    Quirihue is a small city in central Chile that serves as the capital of the Itata Province in the Ñuble Region.
  • 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_69ab4a48e4f081908f1218d244608659 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2781700819091ffc32244d9efe2 completed March 7, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83921d3481909f7bf43b3300056c completed March 10, 2026, 2:36 a.m.
NEDg Description generation batch_69af8421dae081909fd8c7ac37cd96f3 completed March 10, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69af8487bcac819085b6f5827a48696a completed March 10, 2026, 2:40 a.m.
Created at: March 6, 2026, 9:47 p.m.