Triple
T11192549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cape Lambert |
E264836
|
entity |
| Predicate | isKeyShippingHubFor |
P31316
|
FINISHED |
| Object | Pilbara mining operations |
—
|
LITERAL FINISHED |
How this triple was built (2 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: Pilbara mining operations | Statement: [Cape Lambert, isKeyShippingHubFor, Pilbara mining operations]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isKeyShippingHubFor Context triple: [Cape Lambert, isKeyShippingHubFor, Pilbara mining operations]
-
A.
isKeyTransitHub
chosen
Indicates that a location functions as a major transfer point where multiple transportation routes or modes intersect and a high volume of passenger or cargo movement is concentrated.
-
B.
hasShippingLaneType
Indicates the specific category or type of shipping lane associated with a given route or area.
-
C.
isCommercialHubIn
Indicates that a place functions as a primary center of commercial or business activity within a specified larger area or region.
-
D.
isKeyFreightRoute
Indicates that a transportation route serves as a primary or strategically important corridor for moving freight.
-
E.
ownedShippingLine
Indicates that one entity possessed legal ownership or controlling interest in a particular shipping line.
- F. None of above.
Provenance (3 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_69d6aa9eb9248190b20211772621b4bc |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8be025481909d311b587418dfb2 |
completed | April 9, 2026, 5:58 p.m. |
| PD | Predicate disambiguation | batch_69d75cf4461c8190af84060f7db83211 |
completed | April 9, 2026, 8:01 a.m. |
Created at: April 8, 2026, 9:29 p.m.