Triple
T14153017
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abdiweli Sheikh Ahmed |
E350733
|
entity |
| Predicate | memberOfPoliticalParty |
P10
|
FINISHED |
| Object |
Peace and Development Party
The Peace and Development Party is a Somali political party associated with former Prime Minister Abdiweli Sheikh Ahmed and focused on governance reform, stability, and socio-economic development.
|
E1084409
|
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: Peace and Development Party | Statement: [Abdiweli Sheikh Ahmed, memberOfPoliticalParty, Peace and Development Party]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peace and Development Party Context triple: [Abdiweli Sheikh Ahmed, memberOfPoliticalParty, Peace and Development Party]
-
A.
Mostaqbal Watan Party
Mostaqbal Watan Party is a prominent Egyptian political party aligned with President Abdel Fattah el-Sisi and supportive of his government’s policies.
-
B.
Freedom and Justice Party
The Freedom and Justice Party was an Egyptian Islamist political party affiliated with the Muslim Brotherhood that rose to prominence after the 2011 revolution and briefly led the country under President Mohamed Morsi.
-
C.
Peoples' Democratic Party
The Peoples' Democratic Party is a left-wing, pro-Kurdish political party in Turkey known for advocating minority rights, democracy, and social justice.
-
D.
People's Revolution Party
The People's Revolution Party was a Marxist-Leninist political movement in the Democratic Republic of the Congo (then Zaire) led by Laurent-Désiré Kabila in his long-running insurgency against the Mobutu regime.
-
E.
Freedom and Accord Party
The Freedom and Accord Party was a prominent liberal and anti-Committee of Union and Progress political party in the late Ottoman Empire that championed constitutionalism, decentralization, and civil liberties.
- 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: Peace and Development Party Triple: [Abdiweli Sheikh Ahmed, memberOfPoliticalParty, Peace and Development Party]
Generated description
The Peace and Development Party is a Somali political party associated with former Prime Minister Abdiweli Sheikh Ahmed and focused on governance reform, stability, and socio-economic development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peace and Development Party Target entity description: The Peace and Development Party is a Somali political party associated with former Prime Minister Abdiweli Sheikh Ahmed and focused on governance reform, stability, and socio-economic development.
-
A.
Mostaqbal Watan Party
Mostaqbal Watan Party is a prominent Egyptian political party aligned with President Abdel Fattah el-Sisi and supportive of his government’s policies.
-
B.
Freedom and Justice Party
The Freedom and Justice Party was an Egyptian Islamist political party affiliated with the Muslim Brotherhood that rose to prominence after the 2011 revolution and briefly led the country under President Mohamed Morsi.
-
C.
Peoples' Democratic Party
The Peoples' Democratic Party is a left-wing, pro-Kurdish political party in Turkey known for advocating minority rights, democracy, and social justice.
-
D.
People's Revolution Party
The People's Revolution Party was a Marxist-Leninist political movement in the Democratic Republic of the Congo (then Zaire) led by Laurent-Désiré Kabila in his long-running insurgency against the Mobutu regime.
-
E.
Freedom and Accord Party
The Freedom and Accord Party was a prominent liberal and anti-Committee of Union and Progress political party in the late Ottoman Empire that championed constitutionalism, decentralization, and civil liberties.
- 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6133754881908e1e97db71772deb |
completed | April 14, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7ea34408190830263d7f5a88ce9 |
completed | May 7, 2026, 8:36 p.m. |
| NEDg | Description generation | batch_69fd067e73708190adcb4e1c2fbf210d |
completed | May 7, 2026, 9:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd0c5161dc8190a923c5b00dc5b53a |
completed | May 7, 2026, 10:04 p.m. |
Created at: April 10, 2026, 12:57 a.m.