Triple
T22826982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Suhua Highway |
E565685
|
entity |
| Predicate | hasBypass |
P12840
|
FINISHED |
| Object | Suhua Highway Improvement Project |
—
|
NE NERFINISHED |
How this triple was built (3 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: Suhua Highway Improvement Project | Statement: [Suhua Highway, hasBypass, Suhua Highway Improvement Project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Suhua Highway Improvement Project Context triple: [Suhua Highway, hasBypass, Suhua Highway Improvement Project]
-
A.
Suhua Highway
Suhua Highway is a famously scenic yet historically treacherous coastal road in eastern Taiwan that winds along cliffs between Yilan and Hualien, offering dramatic Pacific Ocean views.
-
B.
Eastern Freeway project
The Eastern Freeway project is a major controlled-access road corridor in Mumbai designed to provide a fast, signal-free link between the city’s eastern suburbs and South Mumbai, significantly reducing travel time and congestion.
-
C.
Shitai Expressway
Shitai Expressway is a major Chinese expressway that connects the city of Shijiazhuang in Hebei Province with Taiyuan in neighboring Shanxi Province, facilitating regional transportation and commerce.
-
D.
Shendu Highway
Shendu Highway is a metro station in Shanghai, China, serving as a key terminal stop on the Pujiang Line.
-
E.
Lyari Expressway
Lyari Expressway is an urban elevated expressway in Karachi, Pakistan, built along the Lyari River to improve traffic flow and reduce congestion in the city.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Suhua Highway Improvement Project Target entity description: The Suhua Highway Improvement Project is a major Taiwanese infrastructure initiative to upgrade and reroute dangerous coastal sections of the Suhua Highway to enhance safety and reliability.
-
A.
Suhua Highway
chosen
Suhua Highway is a famously scenic yet historically treacherous coastal road in eastern Taiwan that winds along cliffs between Yilan and Hualien, offering dramatic Pacific Ocean views.
-
B.
Eastern Freeway project
The Eastern Freeway project is a major controlled-access road corridor in Mumbai designed to provide a fast, signal-free link between the city’s eastern suburbs and South Mumbai, significantly reducing travel time and congestion.
-
C.
Shitai Expressway
Shitai Expressway is a major Chinese expressway that connects the city of Shijiazhuang in Hebei Province with Taiyuan in neighboring Shanxi Province, facilitating regional transportation and commerce.
-
D.
Shendu Highway
Shendu Highway is a metro station in Shanghai, China, serving as a key terminal stop on the Pujiang Line.
-
E.
Lyari Expressway
Lyari Expressway is an urban elevated expressway in Karachi, Pakistan, built along the Lyari River to improve traffic flow and reduce congestion in the city.
- F. None of above.
Provenance (2 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_69e24585ab1c81909b2b5065d15805d5 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17e2832b8819091c1dfd2cd598b90 |
completed | April 29, 2026, 3:42 a.m. |
Created at: April 17, 2026, 3:34 p.m.