Triple
T11327582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrew Mlangeni |
E268260
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object |
attended St. Francis College, Mariannhill
Andrew Mlangeni was a prominent South African anti-apartheid activist and politician who was imprisoned alongside Nelson Mandela after the Rivonia Trial.
|
E919354
|
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: attended St. Francis College, Mariannhill | Statement: [Andrew Mlangeni, education, attended St. Francis College, Mariannhill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: attended St. Francis College, Mariannhill Context triple: [Andrew Mlangeni, education, attended St. Francis College, Mariannhill]
-
A.
St. Francis College
St. Francis College is a private liberal arts college in Brooklyn, New York, known for its small-campus setting and Franciscan educational tradition.
-
B.
St. Clara College
St. Clara College was the original name of the Catholic institution that later became Dominican University in Illinois.
-
C.
Mary Immaculate College
Mary Immaculate College is a third-level Catholic college of education and the liberal arts located in Limerick, Ireland.
-
D.
St. Mary of the Mount High School
St. Mary of the Mount High School is a Catholic secondary school best known as the alma mater of former Chicago First Lady and education advocate Maggie Daley.
-
E.
Roncalli College
Roncalli College is a Catholic co-educational secondary school located in Timaru, New Zealand.
- 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: attended St. Francis College, Mariannhill Triple: [Andrew Mlangeni, education, attended St. Francis College, Mariannhill]
Generated description
Andrew Mlangeni was a prominent South African anti-apartheid activist and politician who was imprisoned alongside Nelson Mandela after the Rivonia Trial.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: attended St. Francis College, Mariannhill Target entity description: Andrew Mlangeni was a prominent South African anti-apartheid activist and politician who was imprisoned alongside Nelson Mandela after the Rivonia Trial.
-
A.
St. Francis College
St. Francis College is a private liberal arts college in Brooklyn, New York, known for its small-campus setting and Franciscan educational tradition.
-
B.
St. Clara College
St. Clara College was the original name of the Catholic institution that later became Dominican University in Illinois.
-
C.
Mary Immaculate College
Mary Immaculate College is a third-level Catholic college of education and the liberal arts located in Limerick, Ireland.
-
D.
St. Mary of the Mount High School
St. Mary of the Mount High School is a Catholic secondary school best known as the alma mater of former Chicago First Lady and education advocate Maggie Daley.
-
E.
Roncalli College
Roncalli College is a Catholic co-educational secondary school located in Timaru, New Zealand.
- 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_69d6aacb1f0881908c84a349fd1be047 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9e2253881909518cad0f12ef612 |
completed | April 9, 2026, 6:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e52608b7348190875597513ca1a995 |
completed | April 19, 2026, 6:59 p.m. |
| NEDg | Description generation | batch_69e52c82b6108190aec9b6e9d726f803 |
completed | April 19, 2026, 7:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e531c2a4b88190bb1efd57536bae9a |
completed | April 19, 2026, 7:49 p.m. |
Created at: April 8, 2026, 9:32 p.m.