Triple
T6441831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richards Bay |
E138242
|
entity |
| Predicate | portManagedBy |
P70648
|
FINISHED |
| Object | Transnet National Ports Authority |
E459938
|
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: Transnet National Ports Authority | Statement: [Richards Bay, portManagedBy, Transnet National Ports Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transnet National Ports Authority Context triple: [Richards Bay, portManagedBy, Transnet National Ports Authority]
-
A.
Transnet National Ports Authority
chosen
Transnet National Ports Authority is South Africa’s state-owned ports authority responsible for managing and controlling the country’s major commercial seaports.
-
B.
Transnet Freight Rail
Transnet Freight Rail is South Africa’s state-owned freight rail transport company, operating an extensive national rail network that moves bulk commodities and general cargo.
-
C.
Maputo Port Development Company
Maputo Port Development Company is a public-private joint venture responsible for managing, developing, and modernizing Mozambique’s Port of Maputo as a key regional logistics hub.
-
D.
Pilbara Ports Authority
Pilbara Ports Authority is a Western Australian government agency that manages and operates major bulk export ports in the Pilbara region, including the world-leading iron ore port of Port Hedland.
-
E.
Hutchison Ports
Hutchison Ports is a global port operator and logistics company that manages a network of container terminals and related facilities across multiple continents.
- 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: portManagedBy Context triple: [Richards Bay, portManagedBy, Transnet National Ports Authority]
-
A.
isPartOfNetworkManagedBy
Indicates that an entity belongs to and operates under the control or administration of a specific network management authority or system.
-
B.
nearbyManagedBy
Indicates that one entity is located close to another entity that has management or administrative responsibility over it.
-
C.
distributionManagedBy
Indicates that the distribution of something (such as goods, content, or resources) is overseen, controlled, or administered by a particular agent or organization.
-
D.
exchangeControlManagedBy
Indicates that the management or oversight of an exchange’s operations or controls is carried out by a specified managing entity.
-
E.
laterManagedBy
Indicates that an entity was, at a subsequent time, managed or overseen by another entity.
- 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_69c008aa61ac8190bc96715ed79fe2d8 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06989dfb88190b25ff8b2c53f3ced |
completed | March 22, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c64bc48220819092b0b63a616289e9 |
completed | March 27, 2026, 9:20 a.m. |
| PD | Predicate disambiguation | batch_69c060f96980819091bab9335922a457 |
completed | March 22, 2026, 9:36 p.m. |
| PDg | Predicate description generation | batch_69c0623e3cd48190929b0e3cba013909 |
completed | March 22, 2026, 9:42 p.m. |
Created at: March 22, 2026, 4:46 p.m.