Triple
T3237898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | President of Somalia |
E67897
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
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.
|
E340415
|
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: Abdullahi Yusuf Ahmed | Statement: [President of Somalia, officeHoldersInclude, Abdullahi Yusuf Ahmed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abdullahi Yusuf Ahmed Context triple: [President of Somalia, officeHoldersInclude, Abdullahi Yusuf Ahmed]
-
A.
Abdullahi Umar Ganduje
Abdullahi Umar Ganduje is a Nigerian politician and former governor of Kano State who serves as a prominent national leader within the All Progressives Congress (APC).
-
B.
Muhammadu
Muhammadu is a masculine given name most prominently borne by Muhammadu Buhari, the former president of Nigeria.
-
C.
Yakubu Dogara
Yakubu Dogara is a Nigerian politician and lawyer who served as Speaker of the House of Representatives from 2015 to 2019.
-
D.
Sanusi Lamido Sanusi
Sanusi Lamido Sanusi is a prominent Nigerian economist and former Governor of the Central Bank of Nigeria, known for his banking reforms and outspoken stance on governance and corruption.
-
E.
Sadiq al-Mahdi
Sadiq al-Mahdi was a prominent Sudanese political leader and Islamic thinker who twice served as Prime Minister of Sudan and headed the National Umma Party.
- 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: Abdullahi Yusuf Ahmed Triple: [President of Somalia, officeHoldersInclude, Abdullahi Yusuf Ahmed]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abdullahi Yusuf Ahmed Target entity description: 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.
-
A.
Abdullahi Umar Ganduje
Abdullahi Umar Ganduje is a Nigerian politician and former governor of Kano State who serves as a prominent national leader within the All Progressives Congress (APC).
-
B.
Muhammadu
Muhammadu is a masculine given name most prominently borne by Muhammadu Buhari, the former president of Nigeria.
-
C.
Yakubu Dogara
Yakubu Dogara is a Nigerian politician and lawyer who served as Speaker of the House of Representatives from 2015 to 2019.
-
D.
Sanusi Lamido Sanusi
Sanusi Lamido Sanusi is a prominent Nigerian economist and former Governor of the Central Bank of Nigeria, known for his banking reforms and outspoken stance on governance and corruption.
-
E.
Sadiq al-Mahdi
Sadiq al-Mahdi was a prominent Sudanese political leader and Islamic thinker who twice served as Prime Minister of Sudan and headed the National Umma Party.
- 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_69ad858d27348190abb61c280b4c86a9 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaef3b04081908ce9b788e2e5c63c |
completed | March 8, 2026, 5:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2774a97c481908be820bc5ddf786d |
completed | March 12, 2026, 8:20 a.m. |
| NEDg | Description generation | batch_69b2780e41e0819080ddb26668f32838 |
completed | March 12, 2026, 8:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b27bd238a48190b9d13ee8a8bc955d |
completed | March 12, 2026, 8:39 a.m. |
Created at: March 8, 2026, 3:08 p.m.