Triple
T3248512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prime Minister of Somalia |
E68119
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Abdiweli Sheikh Ahmed
Abdiweli Sheikh Ahmed is a Somali economist and politician who served as the country's prime minister in the mid-2010s.
|
E350733
|
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 Sheikh Ahmed | Statement: [Prime Minister of Somalia, officeHoldersInclude, Abdiweli Sheikh Ahmed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abdiweli Sheikh Ahmed Context triple: [Prime Minister of Somalia, officeHoldersInclude, Abdiweli Sheikh Ahmed]
-
A.
Sharif Sheikh Ahmed
Sharif Sheikh Ahmed is a Somali politician and former Islamist leader who served as President of Somalia during the country’s transitional federal government period from 2009 to 2012.
-
B.
Mohamed Abdullahi Mohamed
Mohamed Abdullahi Mohamed, also known as "Farmaajo," is a Somali politician and diplomat who served as Somalia's president and previously as its prime minister.
-
C.
Abdullahi Yusuf Ahmed
Abdullahi Yusuf Ahmed was a Somali military officer and politician who served as the president of Somalia’s Transitional Federal Government in the mid-2000s.
-
D.
Hassan Sheikh Mohamud
Hassan Sheikh Mohamud is a Somali politician and civil activist who has served multiple terms as the country’s president and is known for his role in post-conflict state-building efforts.
-
E.
Isaias Afwerki
Isaias Afwerki is the long-serving president of Eritrea, known for leading the country since its independence and presiding over an authoritarian one-party state.
- 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 Sheikh Ahmed Triple: [Prime Minister of Somalia, officeHoldersInclude, Abdiweli Sheikh Ahmed]
Generated description
Abdiweli Sheikh Ahmed is a Somali economist and politician who served as the country's prime minister in the mid-2010s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abdiweli Sheikh Ahmed Target entity description: Abdiweli Sheikh Ahmed is a Somali economist and politician who served as the country's prime minister in the mid-2010s.
-
A.
Sharif Sheikh Ahmed
Sharif Sheikh Ahmed is a Somali politician and former Islamist leader who served as President of Somalia during the country’s transitional federal government period from 2009 to 2012.
-
B.
Mohamed Abdullahi Mohamed
Mohamed Abdullahi Mohamed, also known as "Farmaajo," is a Somali politician and diplomat who served as Somalia's president and previously as its prime minister.
-
C.
Abdullahi Yusuf Ahmed
Abdullahi Yusuf Ahmed was a Somali military officer and politician who served as the president of Somalia’s Transitional Federal Government in the mid-2000s.
-
D.
Hassan Sheikh Mohamud
Hassan Sheikh Mohamud is a Somali politician and civil activist who has served multiple terms as the country’s president and is known for his role in post-conflict state-building efforts.
-
E.
Isaias Afwerki
Isaias Afwerki is the long-serving president of Eritrea, known for leading the country since its independence and presiding over an authoritarian one-party state.
- 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_69ad858e4c708190aa31d486cfee8a6a |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaf3e9ed0819096ac238098ac403c |
completed | March 8, 2026, 5:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b324f1baec8190b076b65fd7e4be2a |
completed | March 12, 2026, 8:41 p.m. |
| NEDg | Description generation | batch_69b326620f048190b429ff62d037516c |
completed | March 12, 2026, 8:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b326fadb388190981f38a083805ee5 |
completed | March 12, 2026, 8:50 p.m. |
Created at: March 8, 2026, 3:09 p.m.