Triple
T8854363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Mountain Freeway |
E210715
|
entity |
| Predicate | isSegmentOf |
P35
|
FINISHED |
| Object | Maricopa Association of Governments Regional Freeway System |
E456454
|
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: Maricopa Association of Governments Regional Freeway System | Statement: [South Mountain Freeway, isSegmentOf, Maricopa Association of Governments Regional Freeway System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maricopa Association of Governments Regional Freeway System Context triple: [South Mountain Freeway, isSegmentOf, Maricopa Association of Governments Regional Freeway System]
-
A.
Phoenix regional freeway system
chosen
The Phoenix regional freeway system is an interconnected network of highways and loops serving the greater Phoenix metropolitan area, facilitating regional travel and commuter traffic across the Valley.
-
B.
Hohokam Expressway
Hohokam Expressway is a short urban freeway in the Phoenix, Arizona metropolitan area that connects Interstate 10 with Phoenix Sky Harbor International Airport and nearby routes.
-
C.
Pima Freeway
Pima Freeway is a major segment of Arizona State Route 101 that serves as a key north–south and east–west beltway through the Phoenix metropolitan area, particularly Scottsdale and the northeast Valley.
-
D.
I-10 Papago Freeway
The I-10 Papago Freeway is a major segment of Interstate 10 running through the Phoenix metropolitan area, serving as a primary east–west urban freeway corridor.
-
E.
Las Vegas area freeway system
The Las Vegas area freeway system is a network of major highways and beltways that connect the Las Vegas Valley’s residential communities, suburbs, and tourist corridors to each other and to regional and interstate routes.
- 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_69ca838a424c8190b1ecac115c2927e7 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc60c6dce88190b175698b191fb89b |
completed | April 1, 2026, 12:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa09557dc81908b5690bf5c392528 |
completed | April 3, 2026, 11:12 a.m. |
Created at: March 30, 2026, 6:49 p.m.