Triple

T4581861
Position Surface form Disambiguated ID Type / Status
Subject Serkalem Fasil E101872 entity
Predicate spouse P13 FINISHED
Object Eskinder Nega
Eskinder Nega is an Ethiopian journalist, blogger, and former political prisoner known for his outspoken criticism of authoritarianism and advocacy for democracy and human rights in Ethiopia.
E454541 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: Eskinder Nega | Statement: [Serkalem Fasil, spouse, Eskinder Nega]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eskinder Nega
Context triple: [Serkalem Fasil, spouse, Eskinder Nega]
  • A. Martin Terefe
    Martin Terefe is a Swedish record producer and songwriter known for his work with artists such as James Blunt, Jason Mraz, and KT Tunstall.
  • B. Ras Dejen
    Ras Dejen is the highest mountain in Ethiopia, located in the Simien Mountains and known for its dramatic highland scenery.
  • C. Ras Makonnen Wolde Mikael
    Ras Makonnen Wolde Mikael was a prominent Ethiopian nobleman, military leader, and father of Emperor Haile Selassie I, noted for his key role in defending Ethiopia’s independence in the late 19th century.
  • D. Menan Asfaw
    Menan Asfaw was the Empress consort of Ethiopia as the wife of Emperor Haile Selassie I.
  • E. Ura Kidane Mehret
    Ura Kidane Mehret is a historic Ethiopian Orthodox monastery on the Zege Peninsula of Lake Tana, renowned for its richly painted church interiors and ancient religious manuscripts.
  • 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: Eskinder Nega
Triple: [Serkalem Fasil, spouse, Eskinder Nega]
Generated description
Eskinder Nega is an Ethiopian journalist, blogger, and former political prisoner known for his outspoken criticism of authoritarianism and advocacy for democracy and human rights in Ethiopia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eskinder Nega
Target entity description: Eskinder Nega is an Ethiopian journalist, blogger, and former political prisoner known for his outspoken criticism of authoritarianism and advocacy for democracy and human rights in Ethiopia.
  • A. Martin Terefe
    Martin Terefe is a Swedish record producer and songwriter known for his work with artists such as James Blunt, Jason Mraz, and KT Tunstall.
  • B. Ras Dejen
    Ras Dejen is the highest mountain in Ethiopia, located in the Simien Mountains and known for its dramatic highland scenery.
  • C. Ras Makonnen Wolde Mikael
    Ras Makonnen Wolde Mikael was a prominent Ethiopian nobleman, military leader, and father of Emperor Haile Selassie I, noted for his key role in defending Ethiopia’s independence in the late 19th century.
  • D. Menan Asfaw
    Menan Asfaw was the Empress consort of Ethiopia as the wife of Emperor Haile Selassie I.
  • E. Ura Kidane Mehret
    Ura Kidane Mehret is a historic Ethiopian Orthodox monastery on the Zege Peninsula of Lake Tana, renowned for its richly painted church interiors and ancient religious manuscripts.
  • 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_69bd43d4ce208190b53158c882b222e3 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd590116e88190b8495b2a78cf3fb6 completed March 20, 2026, 2:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69bde09015c48190b4f992f3f95023cf completed March 21, 2026, 12:04 a.m.
NEDg Description generation batch_69bde15983cc81909f188e17ca8f2f0b completed March 21, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69bde1fff7d08190ac2061a9c43d34d7 completed March 21, 2026, 12:10 a.m.
Created at: March 20, 2026, 1:10 p.m.