Triple
T8932137
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Liberia |
E212680
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object |
Wilton Sankawulo
Wilton Sankawulo was a prominent Liberian writer, educator, and politician who served as Chairman of the Interim Government of National Unity during Liberia’s civil conflict.
|
E765807
|
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: Wilton Sankawulo | Statement: [University of Liberia, hasNotableAlumni, Wilton Sankawulo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wilton Sankawulo Context triple: [University of Liberia, hasNotableAlumni, Wilton Sankawulo]
-
A.
Joseph Ngwenya
Joseph Ngwenya is a Zimbabwean former professional footballer best known as a forward in Major League Soccer, including scoring for the Houston Dynamo in the 2007 MLS Cup final.
-
B.
Nelson Chamisa
Nelson Chamisa is a Zimbabwean lawyer, pastor, and prominent opposition politician who has led major democratic reform movements challenging ZANU–PF’s long-standing rule.
-
C.
Godfrey Chidyausiku
Godfrey Chidyausiku was a prominent Zimbabwean lawyer, judge, and politician who served as Chief Justice of Zimbabwe.
-
D.
Chenjerai Hove
Chenjerai Hove was a prominent Zimbabwean novelist, poet, and essayist known for his powerful critiques of colonialism and post-independence politics.
-
E.
Joseph Dion Ngute
Joseph Dion Ngute is a Cameroonian politician and academic who has served as the country’s prime minister, playing a key role in its contemporary governance.
- 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: Wilton Sankawulo Triple: [University of Liberia, hasNotableAlumni, Wilton Sankawulo]
Generated description
Wilton Sankawulo was a prominent Liberian writer, educator, and politician who served as Chairman of the Interim Government of National Unity during Liberia’s civil conflict.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wilton Sankawulo Target entity description: Wilton Sankawulo was a prominent Liberian writer, educator, and politician who served as Chairman of the Interim Government of National Unity during Liberia’s civil conflict.
-
A.
Joseph Ngwenya
Joseph Ngwenya is a Zimbabwean former professional footballer best known as a forward in Major League Soccer, including scoring for the Houston Dynamo in the 2007 MLS Cup final.
-
B.
Nelson Chamisa
Nelson Chamisa is a Zimbabwean lawyer, pastor, and prominent opposition politician who has led major democratic reform movements challenging ZANU–PF’s long-standing rule.
-
C.
Godfrey Chidyausiku
Godfrey Chidyausiku was a prominent Zimbabwean lawyer, judge, and politician who served as Chief Justice of Zimbabwe.
-
D.
Chenjerai Hove
Chenjerai Hove was a prominent Zimbabwean novelist, poet, and essayist known for his powerful critiques of colonialism and post-independence politics.
-
E.
Joseph Dion Ngute
Joseph Dion Ngute is a Cameroonian politician and academic who has served as the country’s prime minister, playing a key role in its contemporary governance.
- 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_69ca8395c438819087d7cb844ab5990c |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc668e5c108190b08f9cd6b4fd4a8b |
completed | April 1, 2026, 12:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfba64dadc8190aea6f7528acab37a |
completed | April 3, 2026, 1:02 p.m. |
| NEDg | Description generation | batch_69cfbb29eb4c81908d74d738d196c3c9 |
completed | April 3, 2026, 1:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfbba71a948190afc03a1df9e5777c |
completed | April 3, 2026, 1:07 p.m. |
Created at: March 30, 2026, 6:57 p.m.