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.