Triple

T14512290
Position Surface form Disambiguated ID Type / Status
Subject Transitional Federal Government period E340426 entity
Predicate includesPrimeMinister P8665 FINISHED
Object Abdiweli Mohamed Ali
Abdiweli Mohamed Ali is a Somali economist and politician who served as Prime Minister of Somalia during the country’s post-civil war transitional period.
E1111804 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: Abdiweli Mohamed Ali | Statement: [Transitional Federal Government period, includesPrimeMinister, Abdiweli Mohamed Ali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abdiweli Mohamed Ali
Context triple: [Transitional Federal Government period, includesPrimeMinister, Abdiweli Mohamed Ali]
  • A. Abdiweli Sheikh Ahmed
    Abdiweli Sheikh Ahmed is a Somali economist and politician who served as the country's prime minister in the mid-2010s.
  • B. Hussein Mohamed Farrah
    Hussein Mohamed Farrah is a Somali military and political figure best known as the son of warlord Mohamed Farrah Aidid and a leading commander within his father’s faction during the Somali civil war.
  • C. Abeid Karume
    Abeid Karume was a Zanzibari revolutionary leader and the first President of Zanzibar, instrumental in shaping the islands’ post-revolution political landscape and union with Tanganyika to form Tanzania.
  • D. Tsidi Ibrahim
    Tsidi Ibrahim is the birth name of Jean Grae, a South African-American rapper and producer known for her sharp lyricism and influential role in underground hip hop.
  • E. Aden Abdullah Osman Daar
    Aden Abdullah Osman Daar was the first President of the Somali Republic, serving from its independence in 1960 and helping to shape the country’s early post-colonial political landscape.
  • 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: Abdiweli Mohamed Ali
Triple: [Transitional Federal Government period, includesPrimeMinister, Abdiweli Mohamed Ali]
Generated description
Abdiweli Mohamed Ali is a Somali economist and politician who served as Prime Minister of Somalia during the country’s post-civil war transitional period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abdiweli Mohamed Ali
Target entity description: Abdiweli Mohamed Ali is a Somali economist and politician who served as Prime Minister of Somalia during the country’s post-civil war transitional period.
  • A. Abdiweli Sheikh Ahmed
    Abdiweli Sheikh Ahmed is a Somali economist and politician who served as the country's prime minister in the mid-2010s.
  • B. Hussein Mohamed Farrah
    Hussein Mohamed Farrah is a Somali military and political figure best known as the son of warlord Mohamed Farrah Aidid and a leading commander within his father’s faction during the Somali civil war.
  • C. Abeid Karume
    Abeid Karume was a Zanzibari revolutionary leader and the first President of Zanzibar, instrumental in shaping the islands’ post-revolution political landscape and union with Tanganyika to form Tanzania.
  • D. Tsidi Ibrahim
    Tsidi Ibrahim is the birth name of Jean Grae, a South African-American rapper and producer known for her sharp lyricism and influential role in underground hip hop.
  • E. Aden Abdullah Osman Daar
    Aden Abdullah Osman Daar was the first President of the Somali Republic, serving from its independence in 1960 and helping to shape the country’s early post-colonial political landscape.
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de9a6c6054819086b4c0ce1d83fdc5 completed April 14, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5c1bf988190b1265c3db9a6b590 completed May 8, 2026, 12:23 p.m.
NEDg Description generation batch_69fdd64755c48190bc8d955f96d4f28f completed May 8, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_69fdd6a6111081909e40c55d696be55c completed May 8, 2026, 12:27 p.m.
Created at: April 10, 2026, 1:21 a.m.