Triple
T545598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maricopa language |
E12725
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Maricopa
Maricopa are a Native American people traditionally living along the lower Gila and Colorado Rivers in what is now Arizona, known for their distinct Yuman language and cultural heritage.
|
E69275
|
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: Maricopa | Statement: [Maricopa language, ethnicGroup, Maricopa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maricopa Context triple: [Maricopa language, ethnicGroup, Maricopa]
-
A.
Mohave
The Mohave are a Native American people traditionally living along the lower Colorado River in what is now Arizona, California, and Nevada, known for their riverine agriculture, distinctive tattoos, and rich oral traditions.
-
B.
Sonora
Sonora is a large northwestern Mexican state bordering the United States, known for its desert landscapes, cattle ranching, and significant industrial and agricultural production.
-
C.
Sonora
Sonora is a small historic city in California’s Sierra Nevada foothills known for its Gold Rush heritage and role as a regional hub for tourism and outdoor recreation.
-
D.
Maricopa County, Arizona
Maricopa County, Arizona is the most populous county in the state, encompassing the Phoenix metropolitan area and serving as a major political, economic, and transportation hub of the American Southwest.
-
E.
Yuma County, Arizona
Yuma County, Arizona is a southwestern Arizona county along the Colorado River known for its desert climate, extensive agricultural production, and border location adjacent to California and Mexico.
- 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: Maricopa Triple: [Maricopa language, ethnicGroup, Maricopa]
Generated description
Maricopa are a Native American people traditionally living along the lower Gila and Colorado Rivers in what is now Arizona, known for their distinct Yuman language and cultural heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maricopa Target entity description: Maricopa are a Native American people traditionally living along the lower Gila and Colorado Rivers in what is now Arizona, known for their distinct Yuman language and cultural heritage.
-
A.
Mohave
The Mohave are a Native American people traditionally living along the lower Colorado River in what is now Arizona, California, and Nevada, known for their riverine agriculture, distinctive tattoos, and rich oral traditions.
-
B.
Sonora
Sonora is a large northwestern Mexican state bordering the United States, known for its desert landscapes, cattle ranching, and significant industrial and agricultural production.
-
C.
Sonora
Sonora is a small historic city in California’s Sierra Nevada foothills known for its Gold Rush heritage and role as a regional hub for tourism and outdoor recreation.
-
D.
Maricopa County, Arizona
Maricopa County, Arizona is the most populous county in the state, encompassing the Phoenix metropolitan area and serving as a major political, economic, and transportation hub of the American Southwest.
-
E.
Yuma County, Arizona
Yuma County, Arizona is a southwestern Arizona county along the Colorado River known for its desert climate, extensive agricultural production, and border location adjacent to California and Mexico.
- 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a498dfec5c81908b76d723b30dc2f0 |
completed | March 1, 2026, 7:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e3f3f4e08190a625ae085868b191 |
completed | March 2, 2026, 1:12 a.m. |
| NEDg | Description generation | batch_69a4e47c4f908190969ff83c69d7c3a7 |
completed | March 2, 2026, 1:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4e525eb18819083018d392ba4b2fa |
completed | March 2, 2026, 1:17 a.m. |
Created at: March 1, 2026, 7:32 p.m.