Triple
T11257511
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transnet Freight Rail |
E266474
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
General Freight Business
General Freight Business is a major operating division of Transnet Freight Rail responsible for transporting a wide range of general cargo across South Africa’s rail network.
|
E914641
|
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: General Freight Business | Statement: [Transnet Freight Rail, hasDivision, General Freight Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: General Freight Business Context triple: [Transnet Freight Rail, hasDivision, General Freight Business]
-
A.
Freight Operating Companies
Freight Operating Companies are rail businesses that provide commercial freight transport services, typically running cargo trains and logistics operations on national rail networks.
-
B.
Integrated Freight & Logistics
Integrated Freight & Logistics is a sector focused on the coordinated transportation, handling, and distribution of goods across multiple modes and networks to optimize supply chain efficiency.
-
C.
Freight Facts and Figures
Freight Facts and Figures is a statistical publication that provides comprehensive data and analysis on freight transportation activity and trends in the United States.
-
D.
Green Cargo
Green Cargo is a Swedish state-owned rail freight company that provides cargo transport services across Scandinavia and parts of Europe.
-
E.
Railfreight
Railfreight was the freight sector of British Rail, responsible for operating and managing rail-based goods transport services in the United Kingdom.
- 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: General Freight Business Triple: [Transnet Freight Rail, hasDivision, General Freight Business]
Generated description
General Freight Business is a major operating division of Transnet Freight Rail responsible for transporting a wide range of general cargo across South Africa’s rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: General Freight Business Target entity description: General Freight Business is a major operating division of Transnet Freight Rail responsible for transporting a wide range of general cargo across South Africa’s rail network.
-
A.
Freight Operating Companies
Freight Operating Companies are rail businesses that provide commercial freight transport services, typically running cargo trains and logistics operations on national rail networks.
-
B.
Integrated Freight & Logistics
Integrated Freight & Logistics is a sector focused on the coordinated transportation, handling, and distribution of goods across multiple modes and networks to optimize supply chain efficiency.
-
C.
Freight Facts and Figures
Freight Facts and Figures is a statistical publication that provides comprehensive data and analysis on freight transportation activity and trends in the United States.
-
D.
Green Cargo
Green Cargo is a Swedish state-owned rail freight company that provides cargo transport services across Scandinavia and parts of Europe.
-
E.
Railfreight
Railfreight was the freight sector of British Rail, responsible for operating and managing rail-based goods transport services in the United Kingdom.
- 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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e935b85c819085e1abf2dd4099c5 |
completed | April 9, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4cca0d25c8190bfdbe1f6ee3b04cb |
completed | April 19, 2026, 12:37 p.m. |
| NEDg | Description generation | batch_69e4d9ec9964819084bd7118e49c41a2 |
completed | April 19, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ddab4ef48190ab7f371da765c6c0 |
completed | April 19, 2026, 1:50 p.m. |
Created at: April 8, 2026, 9:31 p.m.