Triple
T17034859
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quitobaquito Springs |
E413293
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Lukeville, Arizona
Lukeville, Arizona is a small unincorporated border community in southern Arizona that serves as a U.S.–Mexico port of entry and gateway to Organ Pipe Cactus National Monument.
|
E1245774
|
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: Lukeville, Arizona | Statement: [Quitobaquito Springs, locatedNear, Lukeville, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lukeville, Arizona Context triple: [Quitobaquito Springs, locatedNear, Lukeville, Arizona]
-
A.
Springerville, Arizona
Springerville, Arizona is a small town in eastern Arizona that serves as a regional hub for outdoor recreation and access to the surrounding national forests and high-country landscapes.
-
B.
Stoneman, Arizona
Stoneman, Arizona is a former military camp site and historic locale in Arizona named in honor of U.S. Army General George Stoneman.
-
C.
Eloy, Arizona
Eloy, Arizona is a small city in south-central Arizona known for its desert landscape, skydiving centers, and location between Phoenix and Tucson.
-
D.
Wellton, Arizona
Wellton, Arizona is a small town in southwestern Arizona known for its agricultural surroundings and location along Interstate 8 east of Yuma.
-
E.
Litchfield Park, Arizona
Litchfield Park, Arizona is a small, affluent suburban city in Maricopa County known for its planned community layout, palm-lined streets, and resort-style atmosphere in the Phoenix metropolitan area.
- 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: Lukeville, Arizona Triple: [Quitobaquito Springs, locatedNear, Lukeville, Arizona]
Generated description
Lukeville, Arizona is a small unincorporated border community in southern Arizona that serves as a U.S.–Mexico port of entry and gateway to Organ Pipe Cactus National Monument.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lukeville, Arizona Target entity description: Lukeville, Arizona is a small unincorporated border community in southern Arizona that serves as a U.S.–Mexico port of entry and gateway to Organ Pipe Cactus National Monument.
-
A.
Springerville, Arizona
Springerville, Arizona is a small town in eastern Arizona that serves as a regional hub for outdoor recreation and access to the surrounding national forests and high-country landscapes.
-
B.
Stoneman, Arizona
Stoneman, Arizona is a former military camp site and historic locale in Arizona named in honor of U.S. Army General George Stoneman.
-
C.
Eloy, Arizona
Eloy, Arizona is a small city in south-central Arizona known for its desert landscape, skydiving centers, and location between Phoenix and Tucson.
-
D.
Wellton, Arizona
Wellton, Arizona is a small town in southwestern Arizona known for its agricultural surroundings and location along Interstate 8 east of Yuma.
-
E.
Litchfield Park, Arizona
Litchfield Park, Arizona is a small, affluent suburban city in Maricopa County known for its planned community layout, palm-lined streets, and resort-style atmosphere in the Phoenix metropolitan area.
- 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d8f05824819091d2aa02e5591e26 |
completed | April 18, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b59ad3c8190914ee6f8c903cbbf |
completed | May 10, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_6a011c13076c8190970abfb0e2d3a13c |
completed | May 11, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_6a011c8afb608190b51c7a4c9ccaa0a5 |
completed | May 11, 2026, 12:02 a.m. |
Created at: April 10, 2026, 5:33 a.m.