Triple

T4141177
Position Surface form Disambiguated ID Type / Status
Subject Samora Machel E89273 entity
Predicate spouse P13 FINISHED
Object Josina Machel
Josina Machel was a prominent Mozambican freedom fighter and women's rights activist who played a key role in the struggle for independence from Portuguese colonial rule.
 E419148 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: Josina Machel | Statement: [Samora Machel, spouse, Josina Machel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Josina Machel
Context triple: [Samora Machel, spouse, Josina Machel]
  • A. Samora Machel
    Samora Machel was a Mozambican revolutionary leader and the first president of independent Mozambique, known for his role in the struggle against Portuguese colonial rule and his advocacy of socialist policies.
  • B. Julius Nyerere
    Julius Nyerere was the first president of independent Tanzania, a prominent African nationalist and advocate of African socialism and pan-African unity.
  • C. Machel
    Machel is a surname most prominently associated with Mozambican politician and humanitarian Graça Machel and her late husband, revolutionary leader and first president of Mozambique Samora Machel.
  • D. Inshuti Mu Buzima
    Inshuti Mu Buzima is the Rwandan branch of Partners In Health, working with the government to strengthen the health system and deliver high-quality care in rural communities.
  • E. Ian Khama
    Ian Khama is a Botswanan politician and former military officer who served as the fourth President of Botswana from 2008 to 2018.
  • 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: Josina Machel
Triple: [Samora Machel, spouse, Josina Machel]
Generated description
Josina Machel was a prominent Mozambican freedom fighter and women's rights activist who played a key role in the struggle for independence from Portuguese colonial rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Josina Machel
Target entity description: Josina Machel was a prominent Mozambican freedom fighter and women's rights activist who played a key role in the struggle for independence from Portuguese colonial rule.
  • A. Samora Machel
    Samora Machel was a Mozambican revolutionary leader and the first president of independent Mozambique, known for his role in the struggle against Portuguese colonial rule and his advocacy of socialist policies.
  • B. Julius Nyerere
    Julius Nyerere was the first president of independent Tanzania, a prominent African nationalist and advocate of African socialism and pan-African unity.
  • C. Machel
    Machel is a surname most prominently associated with Mozambican politician and humanitarian Graça Machel and her late husband, revolutionary leader and first president of Mozambique Samora Machel.
  • D. Inshuti Mu Buzima
    Inshuti Mu Buzima is the Rwandan branch of Partners In Health, working with the government to strengthen the health system and deliver high-quality care in rural communities.
  • E. Ian Khama
    Ian Khama is a Botswanan politician and former military officer who served as the fourth President of Botswana from 2008 to 2018.
  • 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_69aed95785788190ae75bcf0cd1cafdf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af024b8fe4819098e8f393474363c8 completed March 9, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b589e13e5881909c52e04875afc542 completed March 14, 2026, 4:16 p.m.
NEDg Description generation batch_69b58aa95428819085048691c77e2aea completed March 14, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69b58b34c4e881909fd44fbe8acedda4 completed March 14, 2026, 4:22 p.m.
Created at: March 9, 2026, 3:43 p.m.