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.