Triple

T17103340
Position Surface form Disambiguated ID Type / Status
Subject Samora Machel E415032 entity
Predicate partOf P40 FINISHED
Object Frontline States
The Frontline States were a coalition of southern African countries that coordinated political and military support for the struggle against apartheid and white-minority rule in the region.
E1250439 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: Frontline States | Statement: [Samora Machel, partOf, Frontline States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frontline States
Context triple: [Samora Machel, partOf, Frontline States]
  • A. Port States
    Port States are coastal nations that exercise regulatory control over foreign-flagged vessels visiting their ports to enforce maritime safety, security, and environmental standards.
  • B. The Sovereign States
    The Sovereign States is a political or geopolitical entity typically referring to independent nations recognized as having full self-governing authority.
  • C. Post-Soviet states
    Post-Soviet states are the independent countries that emerged after the dissolution of the Soviet Union in 1991, spanning Eastern Europe, the Caucasus, and Central Asia.
  • D. Annex VII countries
    Annex VII countries are the industrialized nations and members of the OECD and EU that are subject to stricter controls on hazardous waste movements under international environmental agreements.
  • E. NATO Eastern flank
    The NATO Eastern flank refers to the alliance’s group of member states along its eastern border, forming a strategic front line for deterrence and defense against potential threats from the east.
  • 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: Frontline States
Triple: [Samora Machel, partOf, Frontline States]
Generated description
The Frontline States were a coalition of southern African countries that coordinated political and military support for the struggle against apartheid and white-minority rule in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frontline States
Target entity description: The Frontline States were a coalition of southern African countries that coordinated political and military support for the struggle against apartheid and white-minority rule in the region.
  • A. Port States
    Port States are coastal nations that exercise regulatory control over foreign-flagged vessels visiting their ports to enforce maritime safety, security, and environmental standards.
  • B. The Sovereign States
    The Sovereign States is a political or geopolitical entity typically referring to independent nations recognized as having full self-governing authority.
  • C. Post-Soviet states
    Post-Soviet states are the independent countries that emerged after the dissolution of the Soviet Union in 1991, spanning Eastern Europe, the Caucasus, and Central Asia.
  • D. Annex VII countries
    Annex VII countries are the industrialized nations and members of the OECD and EU that are subject to stricter controls on hazardous waste movements under international environmental agreements.
  • E. NATO Eastern flank
    The NATO Eastern flank refers to the alliance’s group of member states along its eastern border, forming a strategic front line for deterrence and defense against potential threats from the east.
  • 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_69d886cfc8e88190b05ba466edd35591 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dc2495c88190b5b16a006a994faf completed April 18, 2026, 7:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0139ffbe808190a24e827331ee4a6c completed May 11, 2026, 2:07 a.m.
NEDg Description generation batch_6a013ae388548190b09d2c81e1ab0d02 completed May 11, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_6a013b4df74c81908b3b99e276531e13 completed May 11, 2026, 2:13 a.m.
Created at: April 10, 2026, 5:35 a.m.