Triple
T15348553
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port Wakefield |
E366987
|
entity |
| Predicate | hasBypassProject |
P118215
|
FINISHED |
| Object |
Port Wakefield Overpass and Highway Duplication
Port Wakefield Overpass and Highway Duplication is a major road infrastructure project in South Australia designed to improve traffic flow, safety, and freight efficiency around the town of Port Wakefield on the key Adelaide–Port Augusta corridor.
|
E1151850
|
NE FINISHED |
How this triple was built (5 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: Port Wakefield Overpass and Highway Duplication | Statement: [Port Wakefield, hasBypassProject, Port Wakefield Overpass and Highway Duplication]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port Wakefield Overpass and Highway Duplication Context triple: [Port Wakefield, hasBypassProject, Port Wakefield Overpass and Highway Duplication]
-
A.
Bowker Overpass
Bowker Overpass is an elevated roadway in Boston, Massachusetts, that carries traffic over parkland and local streets near the Charles River.
-
B.
Fleming Road Interchange
Fleming Road Interchange is a major road junction in Wan Chai, Hong Kong, facilitating traffic flow between key urban routes on Hong Kong Island.
-
C.
Allandale Road interchange
Allandale Road interchange is a major highway junction in Midrand, South Africa, that provides key access to the nearby Mall of Africa and surrounding commercial areas.
-
D.
Springfield Interchange
The Springfield Interchange is a major highway junction in northern Virginia where Interstates 95, 395, and 495 converge, known for its complex design and heavy traffic.
-
E.
Rupin interchange
Rupin Interchange is a major road junction in Haifa, Israel, connecting local traffic to the Carmel Tunnels toll road network.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Port Wakefield Overpass and Highway Duplication Triple: [Port Wakefield, hasBypassProject, Port Wakefield Overpass and Highway Duplication]
Generated description
Port Wakefield Overpass and Highway Duplication is a major road infrastructure project in South Australia designed to improve traffic flow, safety, and freight efficiency around the town of Port Wakefield on the key Adelaide–Port Augusta corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Port Wakefield Overpass and Highway Duplication Target entity description: Port Wakefield Overpass and Highway Duplication is a major road infrastructure project in South Australia designed to improve traffic flow, safety, and freight efficiency around the town of Port Wakefield on the key Adelaide–Port Augusta corridor.
-
A.
Bowker Overpass
Bowker Overpass is an elevated roadway in Boston, Massachusetts, that carries traffic over parkland and local streets near the Charles River.
-
B.
Fleming Road Interchange
Fleming Road Interchange is a major road junction in Wan Chai, Hong Kong, facilitating traffic flow between key urban routes on Hong Kong Island.
-
C.
Allandale Road interchange
Allandale Road interchange is a major highway junction in Midrand, South Africa, that provides key access to the nearby Mall of Africa and surrounding commercial areas.
-
D.
Springfield Interchange
The Springfield Interchange is a major highway junction in northern Virginia where Interstates 95, 395, and 495 converge, known for its complex design and heavy traffic.
-
E.
Rupin interchange
Rupin Interchange is a major road junction in Haifa, Israel, connecting local traffic to the Carmel Tunnels toll road network.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasBypassProject Context triple: [Port Wakefield, hasBypassProject, Port Wakefield Overpass and Highway Duplication]
-
A.
hasBypass
Indicates that one entity includes or is equipped with an alternative route or mechanism that circumvents or avoids another entity or process.
-
B.
bypassType
Indicates the specific kind or method of bypass used to circumvent or route around a normal process, path, or control.
-
C.
hasProjectIn
Indicates that an entity is involved with or associated with a project that takes place within a specified location or context.
-
D.
bypassedLocation
Indicates that an entity intentionally passed by or went around a specific location without stopping or entering it.
-
E.
hasSubproject
Indicates that a project includes another project as a subordinate or component part within its overall structure.
- F. None of above. chosen
Provenance (7 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_69d85a1355608190a6673ddb67231d54 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e27f8a88190a0f65756e3a1fdfc |
completed | April 16, 2026, 1:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff01fb46b48190a030e40ee0163559 |
completed | May 9, 2026, 9:44 a.m. |
| NEDg | Description generation | batch_69ff031869a481909911d251aa9ce3e8 |
completed | May 9, 2026, 9:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff03c0ebc081908b1a132256e9d004 |
completed | May 9, 2026, 9:52 a.m. |
| PD | Predicate disambiguation | batch_69deca991e5081908b0df3d1ee7d5338 |
completed | April 14, 2026, 11:15 p.m. |
| PDg | Predicate description generation | batch_69decf2e413481909d9180a8d78d2c17 |
completed | April 14, 2026, 11:35 p.m. |
Created at: April 10, 2026, 3:17 a.m.