Triple
T804090
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lower Colorado River region |
E17193
|
entity |
| Predicate | hasMajorCityNearby |
P1982
|
FINISHED |
| Object |
Bullhead City, Arizona
Bullhead City, Arizona is a desert community in Mohave County known for its location along the Colorado River across from Laughlin, Nevada, and its role as a regional hub for river recreation and tourism.
|
E106246
|
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: Bullhead City, Arizona | Statement: [Lower Colorado River region, hasMajorCityNearby, Bullhead City, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bullhead City, Arizona Context triple: [Lower Colorado River region, hasMajorCityNearby, Bullhead City, Arizona]
-
A.
Yuma, Arizona
Yuma, Arizona is a southwestern Arizona city on the Colorado River known for its historic river crossing, desert climate, and role as a transportation and military hub near the California and Mexico borders.
-
B.
Pahrump, Nevada
Pahrump, Nevada is a small desert town in Nye County known as a gateway community to Death Valley National Park and the surrounding Mojave Desert region.
-
C.
Mesa, Arizona
Mesa, Arizona is a large city in the Phoenix metropolitan area known for its desert climate, suburban communities, and role as a major spring training hub for Major League Baseball.
-
D.
Peoria, Arizona
Peoria, Arizona is a suburban city in the Phoenix metropolitan area known for hosting Major League Baseball spring training and offering a mix of residential communities, parks, and desert landscapes.
-
E.
Peach Springs, Arizona
Peach Springs, Arizona is a small unincorporated community in Mohave County that serves as the primary community and administrative center for the Hualapai Nation.
- 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: Bullhead City, Arizona Triple: [Lower Colorado River region, hasMajorCityNearby, Bullhead City, Arizona]
Generated description
Bullhead City, Arizona is a desert community in Mohave County known for its location along the Colorado River across from Laughlin, Nevada, and its role as a regional hub for river recreation and tourism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bullhead City, Arizona Target entity description: Bullhead City, Arizona is a desert community in Mohave County known for its location along the Colorado River across from Laughlin, Nevada, and its role as a regional hub for river recreation and tourism.
-
A.
Yuma, Arizona
Yuma, Arizona is a southwestern Arizona city on the Colorado River known for its historic river crossing, desert climate, and role as a transportation and military hub near the California and Mexico borders.
-
B.
Pahrump, Nevada
Pahrump, Nevada is a small desert town in Nye County known as a gateway community to Death Valley National Park and the surrounding Mojave Desert region.
-
C.
Mesa, Arizona
Mesa, Arizona is a large city in the Phoenix metropolitan area known for its desert climate, suburban communities, and role as a major spring training hub for Major League Baseball.
-
D.
Peoria, Arizona
Peoria, Arizona is a suburban city in the Phoenix metropolitan area known for hosting Major League Baseball spring training and offering a mix of residential communities, parks, and desert landscapes.
-
E.
Peach Springs, Arizona
Peach Springs, Arizona is a small unincorporated community in Mohave County that serves as the primary community and administrative center for the Hualapai Nation.
- 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_69a49378b9c48190adbf5f62e5b7aca1 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4aabebff08190880e4876ff58bcfe |
completed | March 1, 2026, 9:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7c7103a00819087ad711a2ab99770 |
completed | March 4, 2026, 5:45 a.m. |
| NEDg | Description generation | batch_69a7c7b8158c819095a82dcd02d6a7fb |
completed | March 4, 2026, 5:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7c888cd98819082dc39739d14dc67 |
completed | March 4, 2026, 5:52 a.m. |
Created at: March 1, 2026, 7:38 p.m.