Triple

T7371167
Position Surface form Disambiguated ID Type / Status
Subject Malleco River E170006 entity
Predicate hasValley P650 FINISHED
Object Malleco Valley
Malleco Valley is an agricultural and wine-producing region in southern Chile shaped by the course of the Malleco River.
 E660390 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: Malleco Valley | Statement: [Malleco River, hasValley, Malleco Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Malleco Valley
Context triple: [Malleco River, hasValley, Malleco Valley]
  • A. Tinguiririca Valley
    Tinguiririca Valley is a Chilean wine-producing region in the O'Higgins Region, known for its high-quality red wines influenced by Andean and riverine climates.
  • B. Huasco Valley
    Huasco Valley is an agricultural and wine-producing valley in northern Chile known for its oasis-like landscapes amid the arid Norte Chico region.
  • C. Diguillín Valley
    Diguillín Valley is a fertile agricultural and wine-producing valley in central Chile, known for its scenic landscapes and role in the Ñuble Region’s rural economy.
  • D. Parinacota
    Parinacota is a prominent stratovolcano in the central Andes on the Chile–Bolivia border, known for its symmetrical cone and location within the Lauca National Park region.
  • E. Aconcagua Valley
    Aconcagua Valley is a prominent wine-producing region in central Chile, known for its diverse microclimates and high-quality red wines, particularly Cabernet Sauvignon and Syrah.
  • 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: Malleco Valley
Triple: [Malleco River, hasValley, Malleco Valley]
Generated description
Malleco Valley is an agricultural and wine-producing region in southern Chile shaped by the course of the Malleco River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Malleco Valley
Target entity description: Malleco Valley is an agricultural and wine-producing region in southern Chile shaped by the course of the Malleco River.
  • A. Tinguiririca Valley
    Tinguiririca Valley is a Chilean wine-producing region in the O'Higgins Region, known for its high-quality red wines influenced by Andean and riverine climates.
  • B. Huasco Valley
    Huasco Valley is an agricultural and wine-producing valley in northern Chile known for its oasis-like landscapes amid the arid Norte Chico region.
  • C. Diguillín Valley
    Diguillín Valley is a fertile agricultural and wine-producing valley in central Chile, known for its scenic landscapes and role in the Ñuble Region’s rural economy.
  • D. Parinacota
    Parinacota is a prominent stratovolcano in the central Andes on the Chile–Bolivia border, known for its symmetrical cone and location within the Lauca National Park region.
  • E. Aconcagua Valley
    Aconcagua Valley is a prominent wine-producing region in central Chile, known for its diverse microclimates and high-quality red wines, particularly Cabernet Sauvignon and Syrah.
  • 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_69c68a5bfaac81909ce7f001dfb70c76 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f182df5c81908964fbaa3f8ec790 completed March 27, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c802c711788190806987567dbc9942 completed March 28, 2026, 4:33 p.m.
NEDg Description generation batch_69c8035151a481908a33c1ecd12c2f6d completed March 28, 2026, 4:35 p.m.
NED2 Entity disambiguation (via description) batch_69c803aea0808190a5208c02a0db1187 completed March 28, 2026, 4:37 p.m.
Created at: March 27, 2026, 3:07 p.m.