Triple
T29974163
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sepang (federal constituency) |
E761397
|
entity |
| Predicate | lastContestedInElection |
P3713
|
FINISHED |
| Object | 2022 Malaysian general election |
—
|
LITERAL 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: 2022 Malaysian general election | Statement: [Sepang (federal constituency), lastContestedInElection, 2022 Malaysian general election]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: lastContestedInElection Context triple: [Sepang (federal constituency), lastContestedInElection, 2022 Malaysian general election]
-
A.
wasContestedIn
Indicates that an event, position, or decision was the subject of competition, dispute, or challenge within a particular context or proceeding.
-
B.
lastElection
chosen
Indicates the most recent electoral event associated with an entity, such as the latest election in which it participated or was affected.
-
C.
areContestedIn
Indicates that something is the subject of dispute, challenge, or competition within a particular context, event, or process.
-
D.
firstContestedIn
Indicates the event, competition, or context in which something (such as a title, office, or position) was initially challenged or competed for.
-
E.
laterContestedBy
Indicates that an earlier claim, decision, or statement is subsequently challenged or disputed by another party or source.
- F. None of above.
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_69f22467626081908d5afea489590e96 |
completed | April 29, 2026, 3:31 p.m. |
| NER | Named-entity recognition | batch_69f678d33d608190b99968770d761048 |
completed | May 2, 2026, 10:21 p.m. |
| PD | Predicate disambiguation | batch_69f66ec9919881908a187bfc7c4df192 |
completed | May 2, 2026, 9:38 p.m. |
Created at: April 29, 2026, 6:33 p.m.