Triple

T10584686
Position Surface form Disambiguated ID Type / Status
Subject Ethiopia–South Sudan border E249823 entity
Predicate securityConcernFor P25437 FINISHED
Object Ethiopia E7746 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: Ethiopia | Statement: [Ethiopia–South Sudan border, securityConcernFor, Ethiopia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ethiopia
Context triple: [Ethiopia–South Sudan border, securityConcernFor, Ethiopia]
  • A. Ethiopia chosen
    Ethiopia is a landlocked country in the Horn of Africa known for its ancient civilizations, unique cultural heritage, and status as one of the few African nations to largely resist long-term European colonization.
  • B. Ethiopia and Eritrea
    Ethiopia and Eritrea are neighboring countries in the Horn of Africa with a shared history marked by colonial rule, Eritrea’s independence, and a long-running border conflict followed by recent normalization efforts.
  • C. Eritrea
    Eritrea is a country in the Horn of Africa known for its Red Sea coastline, diverse ethnic groups, and complex political history since gaining independence from Ethiopia in 1993.
  • D. Cush (Ethiopia)
    Cush (Ethiopia) is an ancient biblical region, often associated with areas south of Egypt including parts of modern-day Sudan and Ethiopia, known for its powerful kingdom and frequent mention in Scripture.
  • E. Hirshabelle
    Hirshabelle is a federal member state in central Somalia formed from parts of the Hiiraan and Middle Shabelle regions.
  • 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: securityConcernFor
Context triple: [Ethiopia–South Sudan border, securityConcernFor, Ethiopia]
  • A. relatedSecurity
    Indicates that one security has a defined relationship or association with another security, such as dependency, linkage, or relevance.
  • B. securityImplication
    Indicates that one entity has a consequence, effect, or relevance for the safety, protection, or vulnerability status of another entity or system.
  • C. securityGuarantee
    Indicates a commitment by one party to protect or defend another party against specified threats or risks.
  • D. security
    Indicates that an entity provides protection, safety measures, or safeguards to another entity or against specific threats or risks.
  • E. hasSecurityConsideration chosen
    Indicates that there is a relevant security-related issue, risk, or precaution associated with the referenced entity.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d52768da9c8190add1db88bf2e16ea completed April 7, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b5025b88190a078f5ad7b9cb3d5 completed April 10, 2026, 9:27 p.m.
PD Predicate disambiguation batch_69d51907b2b881908ab9a8594688ee06 completed April 7, 2026, 2:47 p.m.
Created at: April 6, 2026, 12:39 p.m.