Triple
T12074117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shire of Esperance |
E287500
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Port of Esperance
The Port of Esperance is a major deep-water seaport in Western Australia that handles bulk exports such as iron ore, grain, and nickel for the surrounding region.
|
E982706
|
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: Port of Esperance | Statement: [Shire of Esperance, hasTransport, Port of Esperance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port of Esperance Context triple: [Shire of Esperance, hasTransport, Port of Esperance]
-
A.
Geraldton Port
Geraldton Port is a major deep-water seaport on Western Australia’s mid-west coast, serving as a key hub for the export of minerals, grain, and other bulk commodities.
-
B.
Port of Burnie
The Port of Burnie is a major deep-water seaport on Tasmania’s northwest coast that serves as a key hub for container, bulk cargo, and forestry product exports.
-
C.
Port Lincoln Harbour
Port Lincoln Harbour is a sheltered coastal harbor in Port Lincoln, South Australia, known for its fishing, aquaculture, and maritime activities.
-
D.
Dampier Port
Dampier Port is a major deep-water industrial port in Western Australia that primarily services the export of iron ore and other bulk commodities from the Pilbara region.
-
E.
Geraldton Harbour
Geraldton Harbour is a key maritime port in Geraldton, Western Australia, serving regional shipping, fishing, and export activities along the Mid West coast.
- 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 of Esperance Triple: [Shire of Esperance, hasTransport, Port of Esperance]
Generated description
The Port of Esperance is a major deep-water seaport in Western Australia that handles bulk exports such as iron ore, grain, and nickel for the surrounding region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Port of Esperance Target entity description: The Port of Esperance is a major deep-water seaport in Western Australia that handles bulk exports such as iron ore, grain, and nickel for the surrounding region.
-
A.
Geraldton Port
Geraldton Port is a major deep-water seaport on Western Australia’s mid-west coast, serving as a key hub for the export of minerals, grain, and other bulk commodities.
-
B.
Port of Burnie
The Port of Burnie is a major deep-water seaport on Tasmania’s northwest coast that serves as a key hub for container, bulk cargo, and forestry product exports.
-
C.
Port Lincoln Harbour
Port Lincoln Harbour is a sheltered coastal harbor in Port Lincoln, South Australia, known for its fishing, aquaculture, and maritime activities.
-
D.
Dampier Port
Dampier Port is a major deep-water industrial port in Western Australia that primarily services the export of iron ore and other bulk commodities from the Pilbara region.
-
E.
Geraldton Harbour
Geraldton Harbour is a key maritime port in Geraldton, Western Australia, serving regional shipping, fishing, and export activities along the Mid West coast.
- 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_69d6ab4846e081908ee7bbd66a6d3459 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9045bbc508190abf6e3316701e587 |
completed | April 10, 2026, 2:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63454d1b88190a01db0e2a7363d05 |
completed | May 2, 2026, 5:28 p.m. |
| NEDg | Description generation | batch_69f63674aa3c81908ba82a9d246b3b3a |
completed | May 2, 2026, 5:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63a9b32fc8190ab98492ff91d2a66 |
completed | May 2, 2026, 5:55 p.m. |
Created at: April 8, 2026, 9:48 p.m.