Triple
T14158081
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nampula Province |
E350864
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Malema
Malema is a town and district capital located in Nampula Province in northern Mozambique.
|
E1083816
|
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: Malema | Statement: [Nampula Province, hasCity, Malema]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malema Context triple: [Nampula Province, hasCity, Malema]
-
A.
Julius Malema
Julius Malema is a South African politician known for his fiery populist rhetoric and leadership of the Economic Freedom Fighters (EFF), a leftist party he founded after leaving the ANC Youth League.
-
B.
Velenkosini Hlabisa
Velenkosini Hlabisa is a South African politician who serves as the president of the Inkatha Freedom Party and a prominent opposition figure in national politics.
-
C.
Jacob Zuma
Jacob Zuma is a South African politician and former anti-apartheid activist who served as the country’s president from 2009 to 2018 and was widely associated with corruption scandals and state capture allegations.
-
D.
Dembe Zuma
Dembe Zuma is a loyal and stoic former bodyguard turned FBI collaborator in the crime thriller TV series "The Blacklist."
-
E.
Cyril Ramaphosa
Cyril Ramaphosa is a South African politician, businessman, and anti-apartheid activist who became the country’s president after a prominent career in trade union leadership and the private sector.
- 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: Malema Triple: [Nampula Province, hasCity, Malema]
Generated description
Malema is a town and district capital located in Nampula Province in northern Mozambique.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malema Target entity description: Malema is a town and district capital located in Nampula Province in northern Mozambique.
-
A.
Julius Malema
Julius Malema is a South African politician known for his fiery populist rhetoric and leadership of the Economic Freedom Fighters (EFF), a leftist party he founded after leaving the ANC Youth League.
-
B.
Velenkosini Hlabisa
Velenkosini Hlabisa is a South African politician who serves as the president of the Inkatha Freedom Party and a prominent opposition figure in national politics.
-
C.
Jacob Zuma
Jacob Zuma is a South African politician and former anti-apartheid activist who served as the country’s president from 2009 to 2018 and was widely associated with corruption scandals and state capture allegations.
-
D.
Dembe Zuma
Dembe Zuma is a loyal and stoic former bodyguard turned FBI collaborator in the crime thriller TV series "The Blacklist."
-
E.
Cyril Ramaphosa
Cyril Ramaphosa is a South African politician, businessman, and anti-apartheid activist who became the country’s president after a prominent career in trade union leadership and the private sector.
- 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_69de61377de48190a3470d28f0edd34a |
completed | April 14, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7ef4d80819098d210503f5d22e9 |
completed | May 7, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_69fd02cee5e0819086718893d1621481 |
completed | May 7, 2026, 9:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd063668f4819099d52bee7e7cdc32 |
completed | May 7, 2026, 9:37 p.m. |
Created at: April 10, 2026, 12:58 a.m.