Triple
T4608105
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loop 202 |
E100485
|
entity |
| Predicate | hasJunction |
P1018
|
FINISHED |
| Object | Loop 101 Agua Fria Freeway |
E172008
|
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: Loop 101 Agua Fria Freeway | Statement: [Loop 202, hasJunction, Loop 101 Agua Fria Freeway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loop 101 Agua Fria Freeway Context triple: [Loop 202, hasJunction, Loop 101 Agua Fria Freeway]
-
A.
Loop 101 freeway
chosen
Loop 101 freeway is a major beltway in the Phoenix metropolitan area of Arizona that facilitates regional traffic flow and connects several suburbs and key destinations.
-
B.
Loop 1 (Mopac Expressway)
Loop 1, commonly known as Mopac Expressway, is a major north–south freeway running through Austin, Texas, that serves as a key commuter and traffic artery for the region.
-
C.
Loop 202 freeway
Loop 202 freeway is a major beltway segment in the Phoenix metropolitan area that helps connect suburbs like Chandler to the broader regional freeway network.
-
D.
Bajada Loop Drive
Bajada Loop Drive is a scenic driving route in Saguaro National Park known for its desert landscapes and iconic saguaro cactus views.
-
E.
Arizona State Route 303 Loop
Arizona State Route 303 Loop is a major freeway in the Phoenix metropolitan area that serves as part of the region’s outer beltway, connecting several northwest Valley suburbs and facilitating regional traffic flow.
- 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_69bd43cce1e08190a07d53af6a9b6c24 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd599debdc81909d11d0e871c666bb |
completed | March 20, 2026, 2:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfa789cdc8190add02a5970f9a0b6 |
completed | March 21, 2026, 1:55 a.m. |
Created at: March 20, 2026, 1:12 p.m.