Triple
T8854356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Mountain Freeway |
E210715
|
entity |
| Predicate | hasJunctionWith |
P1018
|
FINISHED |
| Object | Loop 202 (Santan Freeway) |
E169803
|
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 202 (Santan Freeway) | Statement: [South Mountain Freeway, hasJunctionWith, Loop 202 (Santan Freeway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loop 202 (Santan Freeway) Context triple: [South Mountain Freeway, hasJunctionWith, Loop 202 (Santan Freeway)]
-
A.
Loop 202 freeway
chosen
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.
-
B.
Loop 101 freeway
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.
-
C.
R21 freeway
The R21 freeway is a major South African highway linking Pretoria with OR Tambo International Airport and the East Rand, serving as a key commuter and freight route in Gauteng.
-
D.
Santan Freeway
Santan Freeway is a major segment of Arizona State Route Loop 202 serving the southeastern suburbs of the Phoenix metropolitan area.
-
E.
San Fernando Bypass
The San Fernando Bypass is a major roadway designed to divert traffic around the central areas of San Fernando, improving traffic flow and reducing congestion in the city.
- 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.