Triple

T5857634
Position Surface form Disambiguated ID Type / Status
Subject Ciudad Obregón E130191 entity
Predicate developedWithIrrigationDistrict P67523 FINISHED
Object Yaqui Valley irrigation system
The Yaqui Valley irrigation system is a large-scale agricultural water management network in Sonora, Mexico, that transformed the region into a highly productive center for irrigated farming, especially wheat.
E551078 NE FINISHED

How this triple was built (5 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: Yaqui Valley irrigation system | Statement: [Ciudad Obregón, developedWithIrrigationDistrict, Yaqui Valley irrigation system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yaqui Valley irrigation system
Context triple: [Ciudad Obregón, developedWithIrrigationDistrict, Yaqui Valley irrigation system]
  • A. Tucson Aqueduct
    The Tucson Aqueduct is a major canal system in southern Arizona that delivers Colorado River water to the Tucson area as part of the Central Arizona Project.
  • B. Salt River Project
    Salt River Project is a major public utility in Arizona that provides electricity and water to the Phoenix metropolitan area through a combination of power generation, transmission, and irrigation services.
  • C. Friant-Kern Canal
    The Friant-Kern Canal is a major irrigation and water conveyance canal in California’s San Joaquin Valley that delivers diverted San Joaquin River water to farms and communities across the southern Central Valley.
  • D. Colorado River Aqueduct
    The Colorado River Aqueduct is a major water conveyance system that transports Colorado River water across the desert to supply Southern California’s cities and agricultural areas.
  • E. Los Angeles Aqueduct
    The Los Angeles Aqueduct is a major early-20th-century water conveyance system that transports water from California’s Owens Valley to the city of Los Angeles, profoundly shaping the region’s growth and sparking enduring environmental and political controversies.
  • 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: Yaqui Valley irrigation system
Triple: [Ciudad Obregón, developedWithIrrigationDistrict, Yaqui Valley irrigation system]
Generated description
The Yaqui Valley irrigation system is a large-scale agricultural water management network in Sonora, Mexico, that transformed the region into a highly productive center for irrigated farming, especially wheat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yaqui Valley irrigation system
Target entity description: The Yaqui Valley irrigation system is a large-scale agricultural water management network in Sonora, Mexico, that transformed the region into a highly productive center for irrigated farming, especially wheat.
  • A. Tucson Aqueduct
    The Tucson Aqueduct is a major canal system in southern Arizona that delivers Colorado River water to the Tucson area as part of the Central Arizona Project.
  • B. Salt River Project
    Salt River Project is a major public utility in Arizona that provides electricity and water to the Phoenix metropolitan area through a combination of power generation, transmission, and irrigation services.
  • C. Friant-Kern Canal
    The Friant-Kern Canal is a major irrigation and water conveyance canal in California’s San Joaquin Valley that delivers diverted San Joaquin River water to farms and communities across the southern Central Valley.
  • D. Colorado River Aqueduct
    The Colorado River Aqueduct is a major water conveyance system that transports Colorado River water across the desert to supply Southern California’s cities and agricultural areas.
  • E. Los Angeles Aqueduct
    The Los Angeles Aqueduct is a major early-20th-century water conveyance system that transports water from California’s Owens Valley to the city of Los Angeles, profoundly shaping the region’s growth and sparking enduring environmental and political controversies.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: developedWithIrrigationDistrict
Context triple: [Ciudad Obregón, developedWithIrrigationDistrict, Yaqui Valley irrigation system]
  • A. hasIrrigationArea
    Indicates that an entity possesses or is associated with a specific area of land equipped or designated for irrigation.
  • B. hasIrrigation
    Indicates that an entity is equipped with or benefits from an irrigation system supplying water.
  • C. usedIrrigation
    Indicates that an entity applied or employed an irrigation system or method to supply water to land or crops.
  • D. irrigationProjectIn
    Indicates that an irrigation project is located within or implemented in a specified geographic or administrative area.
  • E. usedIrrigationFrom
    Indicates that one entity applied or relied on irrigation resources, systems, or methods originating from another entity.
  • F. None of above. chosen

Provenance (7 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_69c0084f3bb08190a7720f55f7aa4252 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c044ab0a048190b84be40fb13c0f50 completed March 22, 2026, 7:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1c00a8881908570f7127418e7ff completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a346bea08190880f30866429791d completed March 23, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69c0a3d162908190b0249f0ce620eda0 completed March 23, 2026, 2:22 a.m.
PD Predicate disambiguation batch_69c03345ca0c819081c81148d054fed2 completed March 22, 2026, 6:21 p.m.
PDg Predicate description generation batch_69c044a9c4f0819081b8c196932883f6 completed March 22, 2026, 7:36 p.m.
Created at: March 22, 2026, 3:56 p.m.