Triple
T11783360
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Port Hedland |
E280206
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object |
South Hedland
South Hedland is a residential and commercial suburb in the Pilbara region of Western Australia, developed as the main population centre supporting the nearby port and mining operations of Port Hedland.
|
E946315
|
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: South Hedland | Statement: [Town of Port Hedland, administers, South Hedland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Hedland Context triple: [Town of Port Hedland, administers, South Hedland]
-
A.
Redruth
Redruth is a historic former mining town in Cornwall, England, known for its central role in the Cornish tin and copper mining industry.
-
B.
Willowra
Willowra is a remote Aboriginal community in Australia that serves as a central home and cultural hub for the Warlpiri people.
-
C.
Benowa
Benowa is a suburb on Queensland’s Gold Coast in Australia, situated along the Nerang River and known for its residential areas, schools, and golf courses.
-
D.
Germiston
Germiston is an industrial city in South Africa’s Gauteng province, historically known as a major gold-mining and manufacturing center on the East Rand.
-
E.
East Perth
East Perth is an inner-city suburb of Perth, Western Australia, known for its mix of residential, commercial, and sporting facilities near the Swan River.
- 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: South Hedland Triple: [Town of Port Hedland, administers, South Hedland]
Generated description
South Hedland is a residential and commercial suburb in the Pilbara region of Western Australia, developed as the main population centre supporting the nearby port and mining operations of Port Hedland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Hedland Target entity description: South Hedland is a residential and commercial suburb in the Pilbara region of Western Australia, developed as the main population centre supporting the nearby port and mining operations of Port Hedland.
-
A.
Redruth
Redruth is a historic former mining town in Cornwall, England, known for its central role in the Cornish tin and copper mining industry.
-
B.
Willowra
Willowra is a remote Aboriginal community in Australia that serves as a central home and cultural hub for the Warlpiri people.
-
C.
Benowa
Benowa is a suburb on Queensland’s Gold Coast in Australia, situated along the Nerang River and known for its residential areas, schools, and golf courses.
-
D.
Germiston
Germiston is an industrial city in South Africa’s Gauteng province, historically known as a major gold-mining and manufacturing center on the East Rand.
-
E.
East Perth
East Perth is an inner-city suburb of Perth, Western Australia, known for its mix of residential, commercial, and sporting facilities near the Swan River.
- 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_69d6ab258b808190b1735835c841e3a4 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a58413048190b9e3b9d2f5383ec3 |
completed | April 10, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f090d861f481909b920197a3d60e28 |
completed | April 28, 2026, 10:50 a.m. |
| NEDg | Description generation | batch_69f0bd3f39608190b29027b30664bd9c |
completed | April 28, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f0ef5afd448190953b5d9929478132 |
completed | April 28, 2026, 5:33 p.m. |
Created at: April 8, 2026, 9:42 p.m.