Triple

T4431317
Position Surface form Disambiguated ID Type / Status
Subject Huaral E95335 entity
Predicate hasNearbyGeographicFeature P2064 FINISHED
Object Chancay River valley
The Chancay River valley is a fertile coastal valley in central Peru known for its agricultural production and pre-Columbian archaeological sites.
E391621 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: Chancay River valley | Statement: [Huaral, hasNearbyGeographicFeature, Chancay River valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chancay River valley
Context triple: [Huaral, hasNearbyGeographicFeature, Chancay River valley]
  • A. 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.
  • B. Moche Valley
    The Moche Valley is a fertile coastal river valley in northern Peru known as the heartland of the ancient Moche civilization and its monumental adobe pyramids.
  • C. Lurín River valley
    The Lurín River valley is a fertile coastal valley in central Peru known for its agriculture, pre-Columbian archaeological sites, and proximity to Lima.
  • D. Cachapoal Valley
    Cachapoal Valley is a prominent Chilean wine-producing region known for its warm climate and high-quality red wines, particularly Cabernet Sauvignon and Carmenère.
  • E. Nazca drainage
    The Nazca drainage is a river basin region on Peru’s south coast that supported the Nazca culture’s settlements, agriculture, and ceremonial centers during the Early Intermediate Period.
  • 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: Chancay River valley
Triple: [Huaral, hasNearbyGeographicFeature, Chancay River valley]
Generated description
The Chancay River valley is a fertile coastal valley in central Peru known for its agricultural production and pre-Columbian archaeological sites.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chancay River valley
Target entity description: The Chancay River valley is a fertile coastal valley in central Peru known for its agricultural production and pre-Columbian archaeological sites.
  • A. 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.
  • B. Moche Valley
    The Moche Valley is a fertile coastal river valley in northern Peru known as the heartland of the ancient Moche civilization and its monumental adobe pyramids.
  • C. Lurín River valley chosen
    The Lurín River valley is a fertile coastal valley in central Peru known for its agriculture, pre-Columbian archaeological sites, and proximity to Lima.
  • D. Cachapoal Valley
    Cachapoal Valley is a prominent Chilean wine-producing region known for its warm climate and high-quality red wines, particularly Cabernet Sauvignon and Carmenère.
  • E. Nazca drainage
    The Nazca drainage is a river basin region on Peru’s south coast that supported the Nazca culture’s settlements, agriculture, and ceremonial centers during the Early Intermediate Period.
  • 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_69b3453c2a0c8190926b574c90766db9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3556b71448190a3fab938853f8b87 completed March 13, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6136f350c81908d00eff850951ab0 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b61439a86c8190849c5af718ddc647 completed March 15, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69b614d6106c81908a601f540622f934 completed March 15, 2026, 2:09 a.m.
Created at: March 12, 2026, 11:31 p.m.