Triple
T7878936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tema Harbour |
E182928
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object |
Ghana Ports and Harbours Authority
The Ghana Ports and Harbours Authority is the state agency responsible for managing and regulating Ghana’s seaports and related maritime infrastructure.
|
E701116
|
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: Ghana Ports and Harbours Authority | Statement: [Tema Harbour, operator, Ghana Ports and Harbours Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghana Ports and Harbours Authority Context triple: [Tema Harbour, operator, Ghana Ports and Harbours Authority]
-
A.
Ministry of Finance of Ghana
The Ministry of Finance of Ghana is the central government body responsible for managing the country’s public finances, including budgeting, economic policy, and financial regulation.
-
B.
Georgia Ports Authority
The Georgia Ports Authority is a state-created agency that owns and operates Georgia’s major deepwater ports and inland terminals, including the Port of Savannah, serving as a key hub for U.S. containerized trade and logistics.
-
C.
Bank of Ghana
The Bank of Ghana is the central bank of Ghana, responsible for formulating monetary policy, issuing the national currency, and regulating the country’s banking sector.
-
D.
Ghana Museums and Monuments Board
The Ghana Museums and Monuments Board is the state agency responsible for preserving, managing, and promoting Ghana’s museums, historic sites, and cultural heritage monuments.
-
E.
Government of Ghana
The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
- 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: Ghana Ports and Harbours Authority Triple: [Tema Harbour, operator, Ghana Ports and Harbours Authority]
Generated description
The Ghana Ports and Harbours Authority is the state agency responsible for managing and regulating Ghana’s seaports and related maritime infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghana Ports and Harbours Authority Target entity description: The Ghana Ports and Harbours Authority is the state agency responsible for managing and regulating Ghana’s seaports and related maritime infrastructure.
-
A.
Ministry of Finance of Ghana
The Ministry of Finance of Ghana is the central government body responsible for managing the country’s public finances, including budgeting, economic policy, and financial regulation.
-
B.
Georgia Ports Authority
The Georgia Ports Authority is a state-created agency that owns and operates Georgia’s major deepwater ports and inland terminals, including the Port of Savannah, serving as a key hub for U.S. containerized trade and logistics.
-
C.
Bank of Ghana
The Bank of Ghana is the central bank of Ghana, responsible for formulating monetary policy, issuing the national currency, and regulating the country’s banking sector.
-
D.
Ghana Museums and Monuments Board
The Ghana Museums and Monuments Board is the state agency responsible for preserving, managing, and promoting Ghana’s museums, historic sites, and cultural heritage monuments.
-
E.
Government of Ghana
The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
- 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_69ca828a17248190b46defe758bc5ad3 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb39bd64e481909f699e7dd2818b8f |
completed | March 31, 2026, 3:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b86c20081909aa029cda7c48d44 |
completed | March 31, 2026, 5:28 a.m. |
| NEDg | Description generation | batch_69cb7631d10881908e3c7dacb98520cd |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbbf847f3c819092d690d8d65f6d60 |
completed | March 31, 2026, 12:35 p.m. |
Created at: March 30, 2026, 4:57 p.m.