Triple
T4704120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pinal County, Arizona |
E104347
|
entity |
| Predicate | largestCity |
P235
|
FINISHED |
| Object |
Casa Grande, Arizona
Casa Grande, Arizona is a mid-sized desert city in central Arizona known for its agricultural roots, growing suburban communities, and role as a regional hub between Phoenix and Tucson.
|
E462110
|
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: Casa Grande, Arizona | Statement: [Pinal County, Arizona, largestCity, Casa Grande, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Casa Grande, Arizona Context triple: [Pinal County, Arizona, largestCity, Casa Grande, Arizona]
-
A.
El Mirage, Arizona
El Mirage, Arizona is a small suburban city in Maricopa County, part of the Phoenix metropolitan area in the American Southwest.
-
B.
Casa Grande
Casa Grande is the grand main residence of Hearst Castle, an opulent Mediterranean Revival estate designed by architect Julia Morgan for newspaper magnate William Randolph Hearst on California’s Central Coast.
-
C.
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.
-
D.
Bouse, Arizona
Bouse, Arizona is a small unincorporated desert community and former mining and railroad town in western Arizona.
-
E.
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.
- 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: Casa Grande, Arizona Triple: [Pinal County, Arizona, largestCity, Casa Grande, Arizona]
Generated description
Casa Grande, Arizona is a mid-sized desert city in central Arizona known for its agricultural roots, growing suburban communities, and role as a regional hub between Phoenix and Tucson.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Casa Grande, Arizona Target entity description: Casa Grande, Arizona is a mid-sized desert city in central Arizona known for its agricultural roots, growing suburban communities, and role as a regional hub between Phoenix and Tucson.
-
A.
El Mirage, Arizona
El Mirage, Arizona is a small suburban city in Maricopa County, part of the Phoenix metropolitan area in the American Southwest.
-
B.
Casa Grande
Casa Grande is the grand main residence of Hearst Castle, an opulent Mediterranean Revival estate designed by architect Julia Morgan for newspaper magnate William Randolph Hearst on California’s Central Coast.
-
C.
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.
-
D.
Bouse, Arizona
Bouse, Arizona is a small unincorporated desert community and former mining and railroad town in western Arizona.
-
E.
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.
- 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_69bd43e9b88481908582103dcadff3d9 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd63d1e9c48190bad5f7d68bf0f622 |
completed | March 20, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03d074348190a19092fa02a0bb39 |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be050e0f488190804c512e7cc17c56 |
completed | March 21, 2026, 2:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be05a6bed081909c8d8830fb103610 |
completed | March 21, 2026, 2:42 a.m. |
Created at: March 20, 2026, 1:17 p.m.