Triple
T7022291
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arizona State Highway System |
E162855
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Flagstaff region |
E595255
|
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: Flagstaff region | Statement: [Arizona State Highway System, regionServed, Flagstaff region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flagstaff region Context triple: [Arizona State Highway System, regionServed, Flagstaff region]
-
A.
Northeastern Arizona
chosen
Northeastern Arizona is a largely rural region of the U.S. state of Arizona known for its high desert landscapes, Native American reservations, and significant Hopi and Navajo cultural sites.
-
B.
Mesa Central
Mesa Central is a high, semi-arid plateau region in central Mexico known for its basins, volcanic ranges, and significant agricultural and urban centers.
-
C.
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.
-
D.
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.
-
E.
Prescott Valley, Arizona
Prescott Valley, Arizona is a rapidly growing suburban town in central Arizona known for its family-oriented communities and proximity to the Prescott National Forest.
- 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_69c7757c87788190b09ced669b5c4d83 |
completed | March 28, 2026, 6:30 a.m. |
Created at: March 27, 2026, 2:35 p.m.