Triple
T11783394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Port Hedland |
E280206
|
entity |
| Predicate | hasSecondarySettlement |
P90082
|
FINISHED |
| Object | South Hedland |
E946315
|
NE FINISHED |
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: South Hedland | Statement: [Town of Port Hedland, hasSecondarySettlement, South Hedland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Hedland Context triple: [Town of Port Hedland, hasSecondarySettlement, South Hedland]
-
A.
South Hedland
chosen
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.
-
B.
Redruth
Redruth is a historic former mining town in Cornwall, England, known for its central role in the Cornish tin and copper mining industry.
-
C.
Willowra
Willowra is a remote Aboriginal community in Australia that serves as a central home and cultural hub for the Warlpiri people.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasSecondarySettlement Context triple: [Town of Port Hedland, hasSecondarySettlement, South Hedland]
-
A.
hasSecondaryCity
Indicates that an entity possesses or is associated with a secondary city in addition to its primary city.
-
B.
hasSecondary
chosen
Indicates that an entity is associated with an additional or subordinate counterpart beyond its primary one.
-
C.
hasAdjacentSettlement
Indicates that one settlement is located directly next to or bordering another settlement.
-
D.
hasSecondaryAirport
Indicates that an entity is associated with an additional, typically smaller or alternative, airport beyond its primary one.
-
E.
otherSettlement
Indicates that one settlement is another, different settlement distinct from the primary or reference settlement.
- F. None of above.
Provenance (4 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_69d8a8c2e8b08190a31b1e284fca2aee |
completed | April 10, 2026, 7:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f166c735008190a73dd74dbcddd182 |
completed | April 29, 2026, 2:02 a.m. |
| PD | Predicate disambiguation | batch_69d8a242cd8c819086ed6c5f292dc8cb |
completed | April 10, 2026, 7:09 a.m. |
Created at: April 8, 2026, 9:42 p.m.