Triple

T4059822
Position Surface form Disambiguated ID Type / Status
Subject AfCFTA Secretariat E84782 entity
Predicate hostCountryAgreementWith P9252 FINISHED
Object Republic of Ghana E23760 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: Republic of Ghana | Statement: [AfCFTA Secretariat, hostCountryAgreementWith, Republic of Ghana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Republic of Ghana
Context triple: [AfCFTA Secretariat, hostCountryAgreementWith, Republic of Ghana]
  • A. Ghana chosen
    Ghana is a West African nation known for being the first sub-Saharan African country to gain independence from colonial rule and for its stable democracy and rich cultural heritage.
  • B. Côte d'Ivoire
    Côte d'Ivoire is a West African country on the Gulf of Guinea known for its cocoa production, diverse cultures, and economic prominence in the region.
  • C. Liberia
    Liberia is a West African nation founded by formerly enslaved people from the United States, known for being Africa’s first modern republic and maintaining close historical ties with the U.S.
  • D. Liberia
    Liberia is a city in northwestern Costa Rica that serves as the capital of Guanacaste Province and a major gateway to Pacific beaches and nearby national parks.
  • E. Kingdom of Dahomey
    The Kingdom of Dahomey was a powerful precolonial West African state known for its centralized monarchy, extensive involvement in the Atlantic slave trade, and elite corps of women warriors often called the Dahomey Amazons.
  • 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: hostCountryAgreementWith
Context triple: [AfCFTA Secretariat, hostCountryAgreementWith, Republic of Ghana]
  • A. negotiationCountry
    Indicates the country in which a negotiation takes place or with which the negotiation is formally associated.
  • B. basedOnAgreementWith chosen
    Indicates that something exists, is done, or is determined on the basis of a prior agreement or accord between the involved parties.
  • C. supportsCountry
    Indicates that one entity provides assistance, endorsement, or backing to a specific country.
  • D. hostCountryResult
    Indicates the outcome or performance achieved by the host country in a particular event, competition, or context.
  • E. hasCountry
    Indicates that one entity possesses, is associated with, or is located within a specific country.
  • F. None of above.

Provenance (4 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_69aed933bec881909edfa28ebb69c634 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefd0bdea48190805a79515ee92709 completed March 9, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576966bd081909b804a3ccc18c1ee completed March 14, 2026, 2:54 p.m.
PD Predicate disambiguation batch_69aef90438908190a005b08ba271eacf completed March 9, 2026, 4:44 p.m.
Created at: March 9, 2026, 3:38 p.m.