Triple
T18656410
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frederick Chiluba |
E456075
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Vera Tembo
Vera Tembo was a Zambian public figure and politician who served as First Lady of Zambia during Frederick Chiluba’s presidency.
|
E1336296
|
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: Vera Tembo | Statement: [Frederick Chiluba, spouse, Vera Tembo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vera Tembo Context triple: [Frederick Chiluba, spouse, Vera Tembo]
-
A.
Nokuthula Ngwenyama
Nokuthula Ngwenyama is an American violist and composer recognized for her virtuosic performances and contributions to contemporary classical music.
-
B.
Roland Tembo
Roland Tembo is a seasoned big-game hunter hired to lead the InGen expedition on Isla Sorna in the film "The Lost World: Jurassic Park."
-
C.
Elizabeth Macheka
Elizabeth Macheka is a Zimbabwean public figure best known as the wife of the late opposition leader and former Prime Minister Morgan Tsvangirai.
-
D.
Edna Madzongwe
Edna Madzongwe is a Zimbabwean politician who became the first female President of the Senate, playing a prominent role in the country’s legislative leadership.
-
E.
Wambule Rai
Wambule Rai is a subgroup of the Rai people of eastern Nepal, known for their distinct Kirati language, culture, and traditions.
- 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: Vera Tembo Triple: [Frederick Chiluba, spouse, Vera Tembo]
Generated description
Vera Tembo was a Zambian public figure and politician who served as First Lady of Zambia during Frederick Chiluba’s presidency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vera Tembo Target entity description: Vera Tembo was a Zambian public figure and politician who served as First Lady of Zambia during Frederick Chiluba’s presidency.
-
A.
Nokuthula Ngwenyama
Nokuthula Ngwenyama is an American violist and composer recognized for her virtuosic performances and contributions to contemporary classical music.
-
B.
Roland Tembo
Roland Tembo is a seasoned big-game hunter hired to lead the InGen expedition on Isla Sorna in the film "The Lost World: Jurassic Park."
-
C.
Elizabeth Macheka
Elizabeth Macheka is a Zimbabwean public figure best known as the wife of the late opposition leader and former Prime Minister Morgan Tsvangirai.
-
D.
Edna Madzongwe
Edna Madzongwe is a Zimbabwean politician who became the first female President of the Senate, playing a prominent role in the country’s legislative leadership.
-
E.
Wambule Rai
Wambule Rai is a subgroup of the Rai people of eastern Nepal, known for their distinct Kirati language, culture, and traditions.
- 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_69d8d38ea1e88190997e9b231190ba6f |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e55084ca3481909ff3fd9045f25dcd |
completed | April 19, 2026, 10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05172321648190bdce686bb4a2d4c2 |
completed | May 14, 2026, 12:28 a.m. |
| NEDg | Description generation | batch_6a05185f550081909a284d833f992da4 |
completed | May 14, 2026, 12:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05190b081481909af7b7aec70d9646 |
completed | May 14, 2026, 12:36 a.m. |
Created at: April 10, 2026, 11:47 a.m.