Triple
T2928869
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Marape |
E78911
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | James Marape |
E78911
|
NE FINISHED |
How this triple was built (2 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: James Marape | Statement: [James Marape, name, James Marape]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Marape Context triple: [James Marape, name, James Marape]
-
A.
James Marape
chosen
James Marape is a Papua New Guinean politician who has served as the country’s prime minister, focusing on resource nationalism and economic reform.
-
B.
Johnson Toribiong
Johnson Toribiong is a Palauan politician and lawyer who served as the President of Palau in the early 2010s.
-
C.
Tommy Remengesau Jr.
Tommy Remengesau Jr. is a Palauan politician known for his multiple terms as president and his strong advocacy for marine conservation and environmental protection.
-
D.
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.
-
E.
Taro Aso
Taro Aso is a Japanese politician of the Liberal Democratic Party who has served as Prime Minister and long-time senior cabinet member, including as Deputy Prime Minister and Finance Minister.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad8b0d40b481908bc2a5fa2e73c3fb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98002da4819098d6448eebcafad4 |
completed | March 8, 2026, 3:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0866c24c88190af6c5246b5c78c70 |
completed | March 10, 2026, 9 p.m. |
Created at: March 8, 2026, 2:55 p.m.