Triple
T7022292
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arizona State Highway System |
E162855
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Yuma region |
E215761
|
NE FINISHED |
How this triple was built (2 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: Yuma region | Statement: [Arizona State Highway System, regionServed, Yuma region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yuma region Context triple: [Arizona State Highway System, regionServed, Yuma region]
-
A.
Southwest Arizona
chosen
Southwest Arizona is a desert region of the U.S. state of Arizona known for its hot, arid climate, border communities, and proximity to the Colorado River and Mexico.
-
B.
Palo Verde Valley
Palo Verde Valley is an agricultural region and river valley along the lower Colorado River in southeastern California, known for its irrigated farmlands within the arid Colorado Desert.
-
C.
Gila River region
The Gila River region is a historically significant area of the Sonoran Desert in present-day Arizona, centered around the Gila River and long inhabited and cultivated by the Pima (Akimel O’odham) people.
-
D.
Mexicali Valley
Mexicali Valley is a major agricultural region in northern Baja California, Mexico, known for its extensive irrigated farmlands and proximity to the U.S.–Mexico border.
-
E.
Mesilla Valley
Mesilla Valley is a fertile agricultural region along the Rio Grande in southern New Mexico and western Texas, known for its chile and pecan production and historic communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c6885b26248190a857541e3d10e299 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e1ec34a48190b64cafb94e2f8706 |
completed | March 27, 2026, 8 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7885104e881909be62c2eb12e0bcf |
completed | March 28, 2026, 7:50 a.m. |
Created at: March 27, 2026, 2:35 p.m.