Triple
T13234227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Home Secretary |
E315101
|
entity |
| Predicate | positionHeldInOrganization |
P8
|
FINISHED |
| Object | Opposition front bench |
E844718
|
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: Opposition front bench | Statement: [Shadow Home Secretary, positionHeldInOrganization, Opposition front bench]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Opposition front bench Context triple: [Shadow Home Secretary, positionHeldInOrganization, Opposition front bench]
-
A.
Labour Party frontbench team
chosen
The Labour Party frontbench team is the group of senior Labour MPs and peers who serve as the party’s main public spokespeople and shadow ministers, leading opposition scrutiny of the UK government.
-
B.
Leader of the Opposition
The Leader of the Opposition is the head of the largest non-governing political party in a parliamentary system, responsible for scrutinizing the government and presenting an alternative policy agenda.
-
C.
Opposition Whip
The Opposition Whip is a parliamentary role in Singapore responsible for organizing and maintaining party discipline among opposition Members of Parliament during legislative proceedings.
-
D.
Official Opposition
The Official Opposition is the political party in a parliamentary system that holds the second-largest number of seats and is tasked with scrutinizing and challenging the policies and actions of the governing party.
-
E.
Opposition Bloc
Opposition Bloc is a Ukrainian political party formed by former members of the disbanded Party of Regions, generally associated with pro-Russian and eastern Ukrainian interests.
- 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_69d806affc688190a25b6ccc588e9c72 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98d36bdf8819099949b1e0e6902d3 |
completed | April 10, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6ff2dca2c81909cab1aa868ad575d |
completed | May 3, 2026, 7:54 a.m. |
Created at: April 9, 2026, 9:22 p.m.