Triple
T4302593
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Stirling |
E99874
|
entity |
| Predicate | namesake |
P63
|
FINISHED |
| Object |
Stirling Highway
Stirling Highway is a major arterial road in Western Australia that links the Perth central business district with the port city of Fremantle.
|
E525785
|
NE FINISHED |
How this triple was built (4 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: Stirling Highway | Statement: [James Stirling, namesake, Stirling Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stirling Highway Context triple: [James Stirling, namesake, Stirling Highway]
-
A.
Cunningham Highway
The Cunningham Highway is a major road in Queensland, Australia, linking the inland city of Warwick with Ipswich and the outskirts of Brisbane, and serving as a key freight and commuter route through the region.
-
B.
Princes Highway
Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
-
C.
George Price Highway
The George Price Highway is a major roadway in Belize that serves as a key transportation artery linking Belize City with the country’s western regions and the Guatemalan border.
-
D.
Barkly Highway
Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west transport route.
-
E.
Bruxner Highway
The Bruxner Highway is a major east–west road in northern New South Wales, Australia, linking inland towns with coastal centres such as Lismore and Ballina.
- 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: Stirling Highway Triple: [James Stirling, namesake, Stirling Highway]
Generated description
Stirling Highway is a major arterial road in Western Australia that links the Perth central business district with the port city of Fremantle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stirling Highway Target entity description: Stirling Highway is a major arterial road in Western Australia that links the Perth central business district with the port city of Fremantle.
-
A.
Cunningham Highway
The Cunningham Highway is a major road in Queensland, Australia, linking the inland city of Warwick with Ipswich and the outskirts of Brisbane, and serving as a key freight and commuter route through the region.
-
B.
Princes Highway
Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
-
C.
George Price Highway
The George Price Highway is a major roadway in Belize that serves as a key transportation artery linking Belize City with the country’s western regions and the Guatemalan border.
-
D.
Barkly Highway
Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west transport route.
-
E.
Bruxner Highway
The Bruxner Highway is a major east–west road in northern New South Wales, Australia, linking inland towns with coastal centres such as Lismore and Ballina.
- F. None of above. chosen
Provenance (5 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_69b345528ebc8190b5abc7e95094792d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b350b66450819089c9ff6ff9f045e5 |
completed | March 12, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf9f5291f881909d9470a728667346 |
completed | March 22, 2026, 7:50 a.m. |
| NEDg | Description generation | batch_69bf9fd66250819093c3278a5c2d3854 |
completed | March 22, 2026, 7:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfa04278688190b13b011342047e4c |
completed | March 22, 2026, 7:54 a.m. |
Created at: March 12, 2026, 11:08 p.m.