Triple
T2105060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United Democratic Front |
E37173
|
entity |
| Predicate | notableLeader |
P304
|
FINISHED |
| Object |
Murphy Morobe
Murphy Morobe is a South African anti-apartheid activist and political leader known for his prominent role in the Black Consciousness Movement and the United Democratic Front during the struggle against apartheid.
|
E234504
|
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: Murphy Morobe | Statement: [United Democratic Front, notableLeader, Murphy Morobe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murphy Morobe Context triple: [United Democratic Front, notableLeader, Murphy Morobe]
-
A.
Byron King-Noel
Byron King-Noel was the eldest son of mathematician Ada Lovelace and the 8th Baron Wentworth, known as a British nobleman who inherited titles linked to the poet Lord Byron’s lineage.
-
B.
James Marape
James Marape is a Papua New Guinean politician who has served as the country’s prime minister, focusing on resource nationalism and economic reform.
-
C.
Alaufau
Alaufau is a small village located on the island of Ofu in American Samoa.
-
D.
Ian Simpson
Ian Simpson is a British architect best known for designing prominent contemporary buildings in Manchester, including the landmark Beetham Tower.
-
E.
Murray Turnbull
Murray Turnbull is an American artist and educator best known for his influential role in developing the University of Hawaiʻi’s art program and for his vibrant public artworks across Honolulu.
- 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: Murphy Morobe Triple: [United Democratic Front, notableLeader, Murphy Morobe]
Generated description
Murphy Morobe is a South African anti-apartheid activist and political leader known for his prominent role in the Black Consciousness Movement and the United Democratic Front during the struggle against apartheid.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Murphy Morobe Target entity description: Murphy Morobe is a South African anti-apartheid activist and political leader known for his prominent role in the Black Consciousness Movement and the United Democratic Front during the struggle against apartheid.
-
A.
Byron King-Noel
Byron King-Noel was the eldest son of mathematician Ada Lovelace and the 8th Baron Wentworth, known as a British nobleman who inherited titles linked to the poet Lord Byron’s lineage.
-
B.
James Marape
James Marape is a Papua New Guinean politician who has served as the country’s prime minister, focusing on resource nationalism and economic reform.
-
C.
Alaufau
Alaufau is a small village located on the island of Ofu in American Samoa.
-
D.
Ian Simpson
Ian Simpson is a British architect best known for designing prominent contemporary buildings in Manchester, including the landmark Beetham Tower.
-
E.
Murray Turnbull
Murray Turnbull is an American artist and educator best known for his influential role in developing the University of Hawaiʻi’s art program and for his vibrant public artworks across Honolulu.
- 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_69a8861828948190924aa30c08806b3a |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abbadcd4a081909d60b9b241950335 |
completed | March 7, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae3069f78c819092a6d9d903e4df13 |
completed | March 9, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69ae311eec148190af10e88fb4d7c433 |
completed | March 9, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae3199909881909ffca021098c98ea |
completed | March 9, 2026, 2:34 a.m. |
Created at: March 4, 2026, 7:43 p.m.