Triple
T21637523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fiame Naomi Mataʻafa |
E533998
|
entity |
| Predicate | memberOfPoliticalParty |
P10
|
FINISHED |
| Object | FAST Party |
—
|
NE NERFINISHED |
How this triple was built (3 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: FAST Party | Statement: [Fiame Naomi Mataʻafa, memberOfPoliticalParty, FAST Party]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FAST Party Context triple: [Fiame Naomi Mataʻafa, memberOfPoliticalParty, FAST Party]
-
A.
FAST
FAST is a U.S. federal law that authorizes long-term funding and policy for the nation’s surface transportation infrastructure, including highways, transit, and rail.
-
B.
FAST
FAST is the stock ticker symbol for Fastenal Company, a major American distributor of industrial and construction supplies.
-
C.
FAST
FAST is the public bus transit system serving the Fairfield and Suisun City area in Solano County, California.
-
D.
FAST
FAST is the world’s largest single-dish radio telescope, located in Guizhou, China, and used for cutting-edge astronomical observations such as pulsar detection and studies of interstellar matter.
-
E.
Fastiv
Fastiv is a historic city in northern Ukraine known as a regional railway hub and industrial center southwest of Kyiv.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FAST Party Target entity description: The FAST Party is a Samoan political party that rose to prominence by leading the opposition to the long-ruling Human Rights Protection Party and bringing Fiame Naomi Mataʻafa to power as Samoa’s first female prime minister.
-
A.
FAST
FAST is a U.S. federal law that authorizes long-term funding and policy for the nation’s surface transportation infrastructure, including highways, transit, and rail.
-
B.
FAST
FAST is the stock ticker symbol for Fastenal Company, a major American distributor of industrial and construction supplies.
-
C.
FAST
FAST is the public bus transit system serving the Fairfield and Suisun City area in Solano County, California.
-
D.
FAST
FAST is the world’s largest single-dish radio telescope, located in Guizhou, China, and used for cutting-edge astronomical observations such as pulsar detection and studies of interstellar matter.
-
E.
Fastiv
Fastiv is a historic city in northern Ukraine known as a regional railway hub and industrial center southwest of Kyiv.
- F. None of above. chosen
Provenance (2 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_69e0c465ae7481908577b7209fdb2a77 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef538eef0481908f5bf0e27f8e054d |
completed | April 27, 2026, 12:16 p.m. |
Created at: April 16, 2026, 6:35 p.m.