Triple
T8999118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Higher Education and Research Act 2017 |
E214997
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object | Jo Johnson |
E103490
|
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: Jo Johnson | Statement: [Higher Education and Research Act 2017, introducedBy, Jo Johnson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jo Johnson Context triple: [Higher Education and Research Act 2017, introducedBy, Jo Johnson]
-
A.
Jo Johnson
chosen
Jo Johnson is a British Conservative politician and former Member of Parliament who has held ministerial roles, particularly in higher education and transport, and is the younger brother of former Prime Minister Boris Johnson.
-
B.
Lou Johnson
Lou Johnson was an American Major League Baseball outfielder best known for his clutch hitting with the Los Angeles Dodgers in the mid-1960s.
-
C.
Greg Johnson
Greg Johnson is a television writer and producer best known for co-creating the animated series "Pacific Rim: The Black" and his work on various Marvel animated shows.
-
D.
Greg Johnson
Greg Johnson is a video game designer best known as the co-creator of the cult-classic Sega franchise ToeJam & Earl.
-
E.
George Johnson
George Johnson is an acclaimed American science writer and author known for his accessible books and articles on physics, biology, and the nature of scientific inquiry.
- 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_69ca83a12d648190b1e4fe11e8a31890 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc68e23734819083a98f4ff0942479 |
completed | April 1, 2026, 12:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0d987dc81908f1d74f390f18a9c |
completed | April 3, 2026, 2:38 p.m. |
Created at: March 30, 2026, 7:05 p.m.