Triple

T15277581
Position Surface form Disambiguated ID Type / Status
Subject Santa Cruz River E365180 entity
Predicate subjectOf P38 FINISHED
Object Santa Cruz River Heritage Project
The Santa Cruz River Heritage Project is a restoration and revitalization initiative aimed at reestablishing perennial flow, improving habitat, and enhancing community access along the Santa Cruz River in Tucson, Arizona.
E1148010 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: Santa Cruz River Heritage Project | Statement: [Santa Cruz River, subjectOf, Santa Cruz River Heritage Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Santa Cruz River Heritage Project
Context triple: [Santa Cruz River, subjectOf, Santa Cruz River Heritage Project]
  • A. Rio Salado Project
    The Rio Salado Project is an urban revitalization and environmental restoration initiative along the Salt River in the Phoenix metropolitan area, transforming the dry riverbed into recreational, cultural, and economic amenities such as lakes, parks, and trails.
  • B. San Diego River Conservancy
    The San Diego River Conservancy is a state-established public agency dedicated to protecting, restoring, and enhancing the San Diego River and its surrounding watershed for environmental, recreational, and community benefits.
  • C. Chico River Dam Project
    The Chico River Dam Project was a controversial Marcos-era hydroelectric and irrigation scheme in the northern Philippines that faced strong opposition from Indigenous communities and environmental advocates.
  • D. 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.
  • E. Santa Cruz River
    The Santa Cruz River is a significant river in southern Argentina that flows eastward from the Andes through the Patagonian steppe to the Atlantic 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: Santa Cruz River Heritage Project
Triple: [Santa Cruz River, subjectOf, Santa Cruz River Heritage Project]
Generated description
The Santa Cruz River Heritage Project is a restoration and revitalization initiative aimed at reestablishing perennial flow, improving habitat, and enhancing community access along the Santa Cruz River in Tucson, Arizona.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Santa Cruz River Heritage Project
Target entity description: The Santa Cruz River Heritage Project is a restoration and revitalization initiative aimed at reestablishing perennial flow, improving habitat, and enhancing community access along the Santa Cruz River in Tucson, Arizona.
  • A. Rio Salado Project
    The Rio Salado Project is an urban revitalization and environmental restoration initiative along the Salt River in the Phoenix metropolitan area, transforming the dry riverbed into recreational, cultural, and economic amenities such as lakes, parks, and trails.
  • B. San Diego River Conservancy
    The San Diego River Conservancy is a state-established public agency dedicated to protecting, restoring, and enhancing the San Diego River and its surrounding watershed for environmental, recreational, and community benefits.
  • C. Chico River Dam Project
    The Chico River Dam Project was a controversial Marcos-era hydroelectric and irrigation scheme in the northern Philippines that faced strong opposition from Indigenous communities and environmental advocates.
  • D. 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.
  • E. Santa Cruz River
    The Santa Cruz River is a significant river in southern Argentina that flows eastward from the Andes through the Patagonian steppe to the Atlantic Ocean.
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00953bc848190b83919f39d5ee37b completed April 15, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef734f488190951d029183d456f5 completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef154c11c8190b07efafe1252d8eb completed May 9, 2026, 8:33 a.m.
NED2 Entity disambiguation (via description) batch_69fef1b895f08190bedf6274b70f6d90 completed May 9, 2026, 8:35 a.m.
Created at: April 10, 2026, 3:14 a.m.